# Adaptive — Full Website Reference > Adaptive combines Privileged Access Management (PAM), Database Activity Monitoring (DAM), and Identity and Access Management (IAM) in one control plane. It governs access to databases, servers, Kubernetes, cloud accounts, and applications for people, workloads, service accounts, and AI agents, with just-in-time privileges, data protection, and an identity-based audit trail. This is the expanded text companion to [the website index](https://adaptive.live/llms.txt). It brings together the current website overview, product descriptions, use cases, integration catalog, and commercial information. Each section links to its source page. ## Platform Overview Source: https://adaptive.live/ The website describes this as security hyperconvergence: identity, data, infrastructure, access, and governance managed together. Adaptive brokers connections so users and agents can work through their existing clients, the Adaptive CLI, a browser, or MCP without receiving downstream credentials. Infrastructure access and data protection apply within the same session. Homepage headline: "Unlock security hyperconvergence." Adaptive connects human and non-human identities to resources through a shared policy and access layer. The platform covers privileged access, data activity monitoring, identity management, data masking, discovery and classification, credential rotation, access reviews, and agent governance. Teams can use native database clients, SSH, kubectl, the Adaptive CLI, browser sessions, and MCP clients. ### Capabilities Featured on the Homepage - **Govern agents through MCP:** MCP servers exposed through Adaptive; OAuth-authorized MCP access; Agent skills generated per endpoint; MCP access logs and review. ([details](https://adaptive.live/product/mcp)) - **Privileged sessions in the browser:** Terminal, RDP and VNC; Session recording and playback; Session, event and proxy logs. ([details](https://adaptive.live/product/access)) - **Role-based Access:** Read-only and read-write roles; Team and group assignment; Import existing database grants. ([details](https://adaptive.live/product/custom-access-policies)) - **Every query and command logged:** Full query and command audit; Preventive policies, enforced in-line; Database user management. ([details](https://adaptive.live/product/monitor)) - **Dynamic data masking:** Built-in masks for email, SSN, cards; Proxy-based, no database changes; Postgres, MySQL, MongoDB, SQL Server, Redshift. ([details](https://adaptive.live/product/protect)) - **Time-bound access, approved in Slack:** Single, multi-approver and auto-approval; Grants that expire, extend or revoke; Access schedules; Approve directly from Slack. ([details](https://adaptive.live/product/authorization)) - **Find sensitive data before it leaks:** Scans with reusable scan profiles; Data catalog and schema explorer; Data classes and labels. ([details](https://adaptive.live/product/discovery-and-classification)) - **Credential rotation:** Automatic password rotation; Firewalls and switches included; Password policies and history. ([details](https://adaptive.live/product/credential-rotation)) - **Approved scripts:** Curated script library; Execution behind approvals; Run history and output audit. - **Certification campaigns:** Reviewer, manager and owner sign-off; Revoke straight from findings; Completion tracking. ([details](https://adaptive.live/product/audit)) - **Access matrix and graph:** Who can reach what, at a glance; Event logs and triggers; Risk and posture dashboard. ([details](https://adaptive.live/product/audit)) - **Stream activity where you work:** Splunk, Datadog, Coralogix, Syslog; Alerts to Slack, Teams and email; Freshservice ticket creation. ([details](https://adaptive.live/product/siem-and-alerting)) - **Isolated browser sessions:** Managed browser isolation; Browser session recording; SSO app catalog. ([details](https://adaptive.live/product/browser-isolation)) - **Device inventory and posture:** Devices and machine IDs; Vulnerability scans; VPN monitoring. - **Evidence for every framework:** SOC 2, HIPAA, PCI DSS, ISO 27001, GDPR; Custom frameworks and controls; Compliance scans and reports. ([details](https://adaptive.live/usecases/accelerate-compliance)) - **CLI, Terraform and API:** adaptive CLI: connect, exec, scp; Declarative access grants; Terraform provider and REST API. ([details](https://adaptive.live/product/workloads)) ## How the Platform Works Source: https://adaptive.live/platform The control plane sits between privileged identities and the systems they access. It applies just-in-time access, approvals, masking, and an audit trail to users, workloads, and AI agents. ### Access Flow 1. **Agent requests access.** Your agent calls into Adaptive instead of holding long-lived credentials. 2. **Policy + approval check.** Adaptive evaluates the request against policy. High-risk actions route to a human approver. 3. **Brokered, scoped execution.** Just-in-time credentials are issued for that session only — to the database, cluster, cloud account, or service the agent needs. 4. **Captured and audited.** Every query, command, response, and reasoning trace is recorded for replay and compliance. ### Visibility, Approvals, Policy, and Audit - **Visibility:** Every tool call, query, command, and reasoning step from every agent is captured in a tamper-evident audit log. Replay sessions, inspect intent, and answer 'what did the agent do?' in one place. - **Approvals:** Route risky actions — destructive SQL, production deploys, IAM changes — through human-in-the-loop approvals. Agents pause, an operator confirms, the action proceeds. - **Policy controls:** Define what agents can and cannot do, per environment, per tool, per dataset. Scope permissions just-in-time. Block destructive verbs by default. Mask sensitive columns in flight. - **Audit logs:** Immutable, SOC 2 and HIPAA-aligned records of every agent action. Export to your SIEM. Satisfy auditors without rebuilding evidence after the fact. ## Access & Privileges ### Privileged Access Source: https://adaptive.live/product/access Broker privileged access to databases, servers, Kubernetes and cloud accounts over SSH, RDP, VNC and the browser. Enforce just-in-time access, MFA and SSO on every resource, and record every session. Adaptive brokers every connection through its own proxy, so the downstream credential never reaches the person or process using it. Connect through the Adaptive CLI, your existing client tools, or straight from the browser. Sessions are recorded and replayable, and an administrator can watch or terminate one while it is still running. - **Every Protocol, One Control Plane:** Reach databases, virtual machines, Kubernetes clusters, cloud providers and web services over SSH, RDP, VNC or a browser-based terminal. Adaptive works with the Adaptive CLI and with the third-party client tools your team already uses. - **Session Recording, Playback and Live Termination:** Every interactive session is captured and replayable, with a session-level database viewer and file explorer for in-session activity. Administrators can join or terminate a live session the moment something looks wrong. - **Endpoint Discovery and Grouping:** Discover endpoints automatically, organize them into groups, assign them to teams, and track endpoint activity and health from one place instead of maintaining separate inventories. - **SSO and Multi-Factor Authentication:** Connect Okta, Azure AD, OneLogin, JumpCloud, Google or LDAP, and enforce multi-factor authentication at the infrastructure level — including for resources that have no native MFA support of their own. The dedicated infrastructure access page also describes just-in-time approvals, session recording and database activity monitoring, masking and sensitive-data classification, role-based access, credential rotation, and infrastructure integrations. ### Authorization & Just-in-Time Access Source: https://adaptive.live/product/authorization Set granular roles and permissions, route requests through approvals, and grant privileges just in time so they expire on their own instead of accumulating as standing access. Create and manage fine-grained privileges using a simple allow/deny framework across every resource — restrict access to specific tables, limit what can be reached inside a Kubernetes cluster, or constrain which commands run on a virtual machine. Then attach time to it: requests route through approvals and grants expire automatically, so nobody keeps privileges they only needed once. - **Just-in-Time Access That Expires:** Grant privileges for the window they are actually needed. Access is provisioned on request and revoked automatically when it lapses, replacing standing root credentials with short-lived, scoped grants. - **Approval Workflows Where Your Team Works:** Route access requests through multi-tier approvals, auto-approval rules for low-risk paths, and scheduled windows for planned work. Approvals reach reviewers in Slack, Microsoft Teams, Jira, Linear or Freshservice. - **Granular Privileges and a Role Matrix:** Establish anything from Read and Read/Write down to individual tables in a database or specific commands on a virtual machine, and review the resulting entitlements across users and teams in a single role matrix. - **Library of Prebuilt Authorizations:** Unlock developer efficiency with our extensive library of prebuilt authorizations, and manage the whole policy set as configuration through the CLI, REST API or Terraform provider. ### Custom Access Policies Source: https://adaptive.live/product/custom-access-policies Set tailored access policies on IP ranges, geographies and device fingerprints - enhancing security posture, control and transparency. Adaptive allows organizations to build custom access policies on every infrastructure resource. Organizations can formulate these policies in a clear 'allow or deny' framework, simplifying the process of managing both inclusive and exceptional access workflows. Adaptive offers access gating on all important parameters including IP ranges, geography and device fingerprints. Adaptive also provides a pre-built library of malicious IP addresses, to protect the infrastructure from external threats. - **IP-Based Access Gating:** Restrict user access based on their IP addresses or geographical locations. Enhance security by ensuring that developers can only access resources from authorized location, reducing the risk of potential security breaches. - **Device-Based Access Control:** Log all device fingerprints natively in the product and build access workflows to allow only known ones. - **Default Blocklist:** Secure critical infrastructure resources with Adaptive’s default blocklist that is designed to provide robust protection against external cyber threats. ### Zero Trust Network Access Source: https://adaptive.live/product/zero-trust-network-access Inspired by Google's BeyondCorp architecture — every request is verified on identity and context, so you can securely share exactly the infrastructure resources and applications people need, across public and private subnets. Adaptive’s container-based architecture allows organizations to deploy a zero-trust solution at scale without needing to make architectural, hardware, or software changes. The platform creates ephemeral secure tunnels to connect with infrastructure resources in any network across different VPCs, improving the organization’s security posture and increasing granular traceability. - **Split Tunnelled Access:** Create point-to-point secure tunnels on the fly - only establishing connections to the resources that are needed. Achieve resource-level network isolation natively without needing network reconfiguration. - **Zero Knowledge Access Management:** Ensure that accessors never see any key or credential while accessing any infrastructure resource or have any knowledge of the network that the resource resides in. - **SSO and Multi-Factor Authentication:** Enhance security by enabling multi-factor authentication on all infrastructure resources, protecting against unauthorized access and potential security threats. ### Credential Rotation Source: https://adaptive.live/product/credential-rotation Rotate passwords for databases, servers, firewalls and switches automatically. Adaptive keeps credentials in its vault, enforces password policies and keeps a full history, so no one needs to know a privileged password. Adaptive stores privileged credentials in its vault and rotates them on a schedule or after every use. Because users and agents connect through Adaptive, they never see the password, and rotation never interrupts their access. - **Automatic Password Rotation:** Rotate credentials on a schedule, on demand, or after each session. Adaptive updates the password on the target and in its vault together, so connections keep working through every rotation. - **Firewalls and Switches Included:** Rotation covers network appliances as well as databases and servers, including Cisco, Fortinet, Juniper, Aruba, Palo Alto and HPE devices, bringing the whole estate under one policy. - **Password Policies and History:** Set length, complexity and rotation-interval policies per resource. Every rotation is recorded with who or what triggered it, giving auditors a complete credential history. ## Data Security ### Database Activity Monitoring Source: https://adaptive.live/product/monitor Monitor, detect, and prevent data activity across various multicloud and hybrid systems integrated into a single solution, ensuring comprehensive audits, zero blind spots, and enhanced protection against threats. Adaptive's Data Security and Activity Management modules complement access management by eliminating blind spots and providing a unified, comprehensive overview of an organization's data security posture. Adaptive assists in discovering, classifying, monitoring, and securing data sources while helping organizations generate compliance reports for SOC-2, ISO-27001, HIPAA, and SOX. - **Real-time Query Monitoring:** Capture and analyse every query, connection and schema change as it happens across Postgres, MySQL, SQL Server, Oracle, MongoDB, Snowflake, Redshift and more — each one attributed to the identity that issued it. - **Detective and Preventive Policies:** Detective policies raise an alert when activity looks anomalous. Preventive policies go further and block or restrict the statement in real time, so a destructive command is stopped before it reaches the database rather than investigated afterwards. - **Session Viewer and Data Event Analytics:** Replay exactly what a user or agent did with a session-level database viewer, and use rolling 30-day summaries of top queries, users and tables to see how data access is trending. - **Unified Alerts and Access Reports:** Receive alerts on policy violations and suspicious activity in real time through Slack, Teams, email or webhooks, and stream events to Splunk, Datadog or Coralogix. Generate access reports for SOC 2, ISO 27001, HIPAA and SOX. ### Masking & Tokenization Source: https://adaptive.live/product/protect Protect sensitive data from non-privileged users with pre-defined masks while maintaining existing user access and workflow. Adaptive's Dynamic Data Masking (DDM) prevents unauthorized exposure of sensitive data and reduces the potential impact of data leaks. Utilize pre-defined masks to conceal sensitive information seamlessly without changing user access and workflow. Additionally, create customized data masks tailored to specific types of stored data. - **Intelligent Data Masking:** Use pre-defined masks that require no configuration changes right out of the box. Adaptive automatically identifies data types such as email, credit card numbers, SSNs, phone numbers, and more, applying appropriate pre-defined mask types automatically. - **Enable Custom Data Masks:** Platform and security administrators can configure custom masks specific to their organization's data. Easily configure specific masking rules and functions based on data type and enforce them across all downstream data sources. - **Semi-Structured Data Masking:** Get native data masking for semi-structured data out of the box with Adaptive. Users can access semi-structured masked data with the same accuracy as structured data. - **Classification-Driven, Across Every Database:** Masking follows what discovery finds. Columns classified as PII, PHI or financial pick up the right mask automatically across Postgres, MySQL, MongoDB, Redshift and more, and the masked resource catalog shows exactly which fields are protected where. ### Discovery & Classification Source: https://adaptive.live/product/discovery-and-classification Discover data sources automatically in your cloud infrastructure and Classify sensitive data into custom and default data classifiers like PII, Financial, and PHI data. Adaptive’s data discovery and classification module helps classify the ever-increasing amount of enterprise data. Discover sensitive, classified, and systematically important data and organize them based on various data classes for added context. Create your own custom data classifiers in addition to default classifiers for PII, Financial, and PHI data. - **Discover and Secure All Data Sources:** Utilize a comprehensive discovery mechanism that seamlessly integrates with your cloud environment, ensuring every data source is identified and secured. Adaptive identifies all your data sources, adds privileged access, monitoring, and generates compliance reports. - **Classify with Custom Data Classes:** Use AI-powered classification to label structured and semi-structured data. Implement strong policies based on compliance frameworks to restrict access and certain activity across data sources. - **Data Residency Mapping:** Dynamically track and update the cloud-based location of sensitive data in real time. With enhanced data transparency, ensure compliance with data sovereignty laws and promptly address any potential risks associated with data residency changes. ### Anomaly Detection Source: https://adaptive.live/product/anomaly-detection Identify any unauthorized intrusion, data exfiltration attempts, or any other anomalous behavior or activity - reducing security incident’s time to response. Adaptive allows you to set policies that monitor data classes and events, thereby enhancing security and ensuring compliance. Collect various events and get alerts for any unauthorized and anomalous data activity patterns. - **Enhanced Anomaly Detection Capabilities:** Detect a wide range of anomaly types in the industry, including point anomalies, contextual anomalies, IP-based anomalies, collective anomalies, endpoint anomalies, and other types of anomalies. - **Context-Aware Detection Algorithms:** Identify intrusions and malicious activities faster with fewer false alerts with the accurate and higher-sensitivity anomaly detection algorithms. Experience better false alarm avoidance rates. - **Detection with Custom Policies:** Set custom policies to proactively protect against any unauthorized access, data tampering, data exfiltration, and other malicious activities. Create triggers to receive alerts for a variety of anomaly types from any data source. ## Identity & Governance ### Identity & Access Management Source: https://adaptive.live/product/iam One identity layer for every human and non-human identity. Connect your identity provider once, and Adaptive applies roles, SSO and MFA consistently across databases, servers, clusters and applications. Adaptive connects to your identity provider and becomes the one place access is defined. Users and groups sync automatically, roles map to resources across every environment, and each session is tied to a verified identity through SSO and MFA. Resource-level credentials stay with Adaptive, so people and services work with their own identity everywhere. - **Identity Provider Sync:** Sync users and groups from your identity provider and keep them current automatically. Joiners get access on day one and leavers lose it the moment they are deprovisioned. - **Role-Based Access Across Resources:** Define roles once and map them to databases, servers, Kubernetes clusters and applications. Every resource enforces the same model, wherever it runs. - **SSO and Multi-Factor Authentication:** Put every infrastructure resource behind your SSO and MFA policies, including systems that only understand local users and static passwords. - **Human and Non-Human Identities:** Manage engineers, service accounts, workloads and AI agents in one place, each with its own identity, scoped permissions and a complete record of what it accessed. ### Workload & Machine Identity Source: https://adaptive.live/product/workloads Give pipelines, BI tools, service accounts and AI agents their own scoped identity. Broker their access through a central vault so your real credentials never reach an external service. Non-human identities now outnumber human ones many times over, and they rarely get the same governance. Adaptive issues machine tokens and service-account credentials from its vault, rotates them on a policy, and puts every workload session into the same audit trail as a human one — with the same masking and preventive policies applied. - **Vault-Managed Secrets and Rotation:** Store workload credentials centrally and let Adaptive handle their lifecycle — issuance, rotation, renewal and offboarding — so long-lived keys stop living in config files and CI variables. - **Machine Tokens and Trusted Clusters:** Issue scoped machine tokens for service accounts and register trusted clusters, so each workload authenticates as itself instead of borrowing a shared human credential. - **BI Tools, Pipelines and Internal Tools:** Connect Metabase, Retool, Airflow, Kafka and CI/CD pipelines through Adaptive without exposing downstream credentials, and apply data policies so pipelines move masked data rather than raw sensitive values. - **AI Agents and MCP Servers:** Register Model Context Protocol servers and agent interfaces as governed resources. Agents get the same scoped, expiring grants, session recording and preventive policies as any other identity on the platform. ### Audit, Access Reviews & Access Graph Source: https://adaptive.live/product/audit Activate identity-based audit trails - Monitor all commands, queries, actions, and access attempts in real time for compliance and forensics. Consolidate access logs across every resource for audits like HIPAA, SOC 2, SOX, ISO 27001 and PCI. Every query and command is attributed to an identity, logged natively and replayable without extra configuration. Search the event log, trace a path through the access graph, and stream the whole trail to the SIEM you already run. - **Audit Logs and Session Recordings:** Capture every query and command against the identity that issued it. Review logs, search events, and replay recorded SSH, RDP, VNC and browser sessions for complete visibility into what actually happened. - **Access Matrix and Access Graph:** See who can reach what, and by which path, across every connected resource. The access matrix answers entitlement questions directly, and the access graph shows the route an identity would take to any given system. - **Alerts and SIEM Streaming:** Build alert rules on sensitive activity and dispatch them to Slack, Microsoft Teams, email or webhooks. Stream the underlying events to Splunk, Datadog, Coralogix or syslog so audit data lands where your security team already works. - **Reports for SOC 2, HIPAA and PCI:** Download compliance-ready reports including user access reviews, access matrices, activity logs and session recordings. Access review campaigns produce the certification and attestation evidence auditors ask for. ### SIEM & Alerting Source: https://adaptive.live/product/siem-and-alerting Send every session, query and access event from Adaptive to Splunk, Datadog, Coralogix or Syslog, and raise alerts in Slack, Microsoft Teams, email or Freshservice the moment something needs attention. Adaptive streams structured, identity-attributed events for every session, query, command and approval into your SIEM and observability stack, and routes alerts to the channels where people respond. Security gets full context without another console to monitor. - **Stream to Your SIEM:** Forward session, query and audit events to Splunk, Datadog, Coralogix or any Syslog collector. Every event carries the user, resource, role and policy decision, ready for correlation and detection rules. - **Alerts in Slack, Teams and Email:** Notify the right people when a policy blocks a query, a sensitive table is read or an access request needs approval. Alerts go to Slack, Microsoft Teams or email with links back to the session. - **Freshservice Ticket Creation:** Open Freshservice tickets automatically for access requests and flagged activity, so reviews and follow-ups are tracked in your existing ITSM workflow. ## AI Agents & Browser Security ### Governed MCP Access Source: https://adaptive.live/product/mcp Expose your infrastructure to AI agents through MCP servers brokered by Adaptive. Every agent authenticates with OAuth, gets only the access its user is allowed, and every tool call is logged for review. Adaptive exposes your databases, servers and clusters as MCP servers. Agents connect through the same broker your engineers use, authorize with OAuth as the person running them, and inherit that person's roles, masking rules and just-in-time grants. Nothing is handed to the agent that the user could not do themselves, and every call is recorded. - **MCP Servers Exposed through Adaptive:** Turn any endpoint registered in Adaptive into an MCP server with no agent-side credentials to manage. Point Claude Code, Cursor or any MCP client at Adaptive and it discovers only the resources the user is authorized for. - **OAuth-Authorized MCP Access:** Agents sign in through your identity provider with OAuth and act as the user who launched them. Role-based access, data masking and time-bound grants apply to agent traffic exactly as they do to people. - **Agent Skills Generated per Endpoint:** Adaptive generates skills for each endpoint describing how to connect and what the agent may do there, so agents use resources correctly without hand-written prompts or wrapper scripts. - **MCP Access Logs and Review:** Every tool call, query and command an agent issues is logged against the user and the agent that made it. Review MCP activity alongside human sessions and revoke access straight from the audit trail. ### Exo — Agent Identity & Secure Agent Harness Source: https://adaptive.live/product/exo Run agents with control and visibility in your infrastructure. Exo combines unique agent identities, ephemeral sandboxed environments, fine-grained authorization, and auditability without exposing infrastructure credentials. - **MCP Server Security:** Scope tool permissions per agent, enforce allowlists, and gate server access with approval workflows and TTLs. No standing access to any MCP endpoint. - **Tool Call Auditing:** Trace every tool call from prompt to response across your agent fleet. Replay any session to understand exactly what happened and why. - **Context & Memory Guardrails:** Redact sensitive data from agent context, enforce memory boundaries, and auto-expire context with configurable TTLs. No cross-session data leakage. - **LLM Provider Controls:** Gate which providers and models each agent can use. Enforce token budgets, cost ceilings, and usage tracking across every model interaction. - **Agent Policy Engine:** Define per-agent policies for tool access, infrastructure, and LLM routing. Govern or release agents in real time — nothing runs ungoverned. - **98+ Infrastructure Integrations:** MCP servers, LLM providers, databases, Kubernetes, cloud platforms, and developer tools — from OpenAI to PostgreSQL to Palo Alto firewalls. Exo authenticates each agent, brokers its session through an ephemeral environment, applies authorization per agent, MCP server and tool call, and attributes actions to the agent identity. Teams supply the prompts and workflows; Adaptive supplies the harness and controls. ### Browser Isolation Source: https://adaptive.live/product/browser-isolation Give users access to internal web apps and SaaS consoles through managed, isolated browser sessions. Nothing runs on the local device, every session is recorded, and apps are launched from a single SSO catalog. Adaptive runs each web session in a managed, isolated browser and streams only the rendered page to the user. Access is granted through SSO and Adaptive's policies, sessions are recorded end to end, and no credentials or data land on the local machine. - **Managed Browser Isolation:** Web apps run in an isolated browser managed by Adaptive, not on the user's device. Downloads, clipboard and credentials stay inside the session, which suits contractors and unmanaged devices. - **Browser Session Recording:** Every isolated session is recorded for playback, so you can see exactly what a user viewed and changed in an admin console or internal tool. - **SSO App Catalog:** Users launch approved web apps from one catalog behind your identity provider. Access follows the same roles, approvals and time-bound grants as the rest of your infrastructure. ### Stratos — Browser Security Source: https://adaptive.live/product/stratos Secure how agents and humans access SaaS and internal web applications. Stratos provides policy-driven browser isolation, URL filtering, session controls, and visibility into browser interactions. - **Session Isolation:** Every browser session runs in a controlled environment. Third-party SaaS via extension, internal services via containerized browser. No cross-session data leakage. - **Pixel-Level Control:** Control exactly which UI elements and fields agents can see and interact with. Mask sensitive regions and restrict actions to specific page areas. - **Policy Enforcement:** URL filtering, domain allowlists, and action-level controls enforced per agent and user. Block unauthorized navigation and quarantine malicious extensions automatically. - **Extension Governance:** Maintain an allowlist of approved browser extensions. Auto-disable unapproved extensions during governed sessions, with full forensic logging on blocked activation attempts. - **WebMCP and Agent Trap Detection:** Detect WebMCP endpoints embedded in websites that could serve as agent traps or prompt injection vectors. Flag and block suspicious MCP servers before agents interact. - **Navigation Path Auditing:** Record the full navigation path agents take through SaaS applications. Every page visited, every redirect, across application boundaries. - **Clipboard and Form Field Monitoring:** Track what agents paste into forms and copy out. Detect sensitive data entering or leaving the browser session in real time. - **Idle Session Timeout and Auto-Revoke:** Automatically terminate sessions that exceed idle thresholds, preventing stale sessions from becoming open attack surfaces. Product overview: https://adaptive.live/product/more ## Use Cases — Privileged Access, Data Protection & Compliance ### Privileged Access Management Source: https://adaptive.live/usecases/privileged-access-management Eliminate standing privileges for agents and humans. Just-in-time access, session recording, and automatic revocation for every privileged operation. Adaptive eliminates standing privileges entirely. Every privileged operation — whether initiated by an agent or a human — receives just-in-time credentials scoped to the specific task, with automatic revocation, session recording, and full audit trails. - **Zero Standing Privileges:** No persistent privileged credentials exist anywhere. Every privileged session is provisioned on demand with credentials that expire automatically when the task completes. - **Just-in-Time Access:** Privileged access is granted in seconds with approval workflows that support both human reviewers and policy-based auto-approval for known safe operations. - **Session Recording:** Every privileged session is recorded end-to-end — commands executed, queries run, responses received. Playback sessions for incident investigation or compliance review. - **Automatic Revocation:** Credentials are revoked the moment the session ends, the TTL expires, or anomalous behavior is detected. No manual cleanup, no forgotten accounts, no privilege creep. - **Access Reviews and Certification:** Run periodic review campaigns over who holds which entitlements, certify or revoke them in place, and export the attestation evidence auditors ask for — across users, service accounts and agents alike. ### VPN Alternative Source: https://adaptive.live/usecases/vpn-alternative Adaptive uses split tunnels to secure access to specific private resources as Zero Trust Network Access, or as an advanced VPN alternative. Adaptive’s container-based architecture allows organizations to deploy a zero-trust solution at scale without needing to make any architectural, hardware, or software changes. The platform creates ephemeral secure tunnels to connect with infrastructure resources across different VPCs. Thus organizations can impvove security posture and increase granular traceability over individual resources. Adaptive's peer-to-peer connections eliminate the need for a VPN solution. - **Better Network Security:** Improve organization’s security posture with native resource-level network isolation. Eliminate the need for overly permissive access and complex network reconfiguration. - **Granular traceability & resource level audit logs:** Get improved visibility and detailed audit logs that accelerate your compliance audits. Deeper forensic insights about the attack vector in case of an incident. - **Zero Knowledge Access Management:** Prevent breaches as no user gets exposed to any credentials or the network location, eliminating the potential of any lateral movement in case of an unauthorized access. - **Improved Performance due to peer-to-peer connection:** Access network resources remotely from anywhere without compromising on network security, performance, and efficiency. ### Protect PII and PHI Source: https://adaptive.live/usecases/protect-pii-phi Exo classifies and masks sensitive data so agents can read what they need while exfiltration paths stay closed. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — infrastructure resources mapped, data classified into PHI / PII / SPI buckets, and Dynamic Data Masking pipelines deployed so sensitive data is not accessible to unprivileged agents or users. You provide the prompts and workflows; the masking applies regardless of how the agent asks for the data. - **Elevated Data Security:** With class based security, distribute resources where necessary. Deploy policies based on the level of security required and protect your infrastructure resources. - **Enhanced Data Privacy:** With Adaptive’s Data Governance, ensure no one has access to sensitive information without privileges. - **Dynamic Masking:** Exo masks queried data according to standing privileges. Choose masks from the pre-defined list or create your own. ### Protect PII and PHI Source: https://adaptive.live/usecases/data-privacy Adaptive applies masking policies across databases so agents and users get access while sensitive fields stay protected — no application changes. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — masking applied at the infrastructure level, between the agent and the database. Sensitive fields are masked in real-time based on the accessor's identity and policy. You provide the prompts and workflows; the masking applies regardless of what the agent asks for. - **Infrastructure-Level Masking:** Masking is applied at the connection level, not the application level. Every query result is filtered through masking policies before reaching the agent or user. - **Identity-Aware Policies:** Masking policies vary by accessor identity. A support agent sees masked SSNs while a compliance auditor sees the full value — same database, different views. - **Zero Application Changes:** No code changes, schema modifications, or application updates required. Masking is transparent to agents and applications. - **Compliance Reporting:** Generate compliance reports showing which fields are masked, who accessed what, and which policies applied. Audit-ready documentation for HIPAA, GDPR, and CCPA. ### Reduce Insider Risk Source: https://adaptive.live/usecases/reduce-insider-threat Adaptive supports Just-in-Time access and other best-in-class access workflows tailored for use cases including Vendor access and Break-glass access seamlessly. Adaptive manages insider threats by effectively managing access. Adaptive’s Privilege Access Management (PAM) checks credential sprawl. Its Just-in-Time access workflow helps provide privileged access to resources instantly as and when needed, and without the need to share credentials. Grant and revoke access through role-based policies. - **Just-in-Time Access:** Provide Just-in-Time access to all resources to increase productivity and reduce time-to-access. - **Easy Vendor and Break-Glass Access:** Provide temporary access to third-party vendors and Break-Glass access to your team in critical situations within seconds. - **Reduce the Impact of Unauthorized Access:** Seamlessly implement Principle of Least Privilege to close potential attack surfaces and threat vectors. - **Streamlined Employee Onboarding and Off-boarding:** Grant access to all necessary resources for new employees during onboarding. With a single click, you can revoke users' access to all resources during off-boarding from a single platform. ### Data protection on ETL pipelines Source: https://adaptive.live/usecases/protected-data-for-etl Exo protects data moving through ETL pipelines from the source to data warehouses like Snowflake, Redshift, and others. You write the prompts and workflows that drive ETL agents; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive applies masking or tokenization policies to sensitive data, ensuring that only protected data reaches the destination data source. This approach minimizes the exposure of sensitive data and helps organizations remain compliant with privacy regulations by default. By centrally defining protection policies as configurations rather than embedding them in code, organizations gain higher visibility, enabling them to scale these policies across multiple ETL pipelines without errors. - **Masking and Tokenization Policies:** Utilises native database views to apply protection policies such as masking or tokenization. - **Observability for ETL Pipeline:** Comprehensive data observability for ETL pipelines, ensuring real-time monitoring and detailed insights into data flows. - **Drop-in Replacement:** Seamlessly integrates with your existing ETL pipeline workflow, requiring no changes to workflow and serving as a drop-in replacement. ### Accelerate Compliance Evidence Collection Source: https://adaptive.live/usecases/accelerate-compliance Adaptive provides compliance-ready reports for access requests, user activities, and session recordings - streamlining evidence gathering for major compliances. Combine all audit logs for access to resources, tools, activity logs, alerts, and incidents in a unified customizable report. Get evidence as ready to use reports necessary for compliance audits like HIPAA, SOC 2, SOX, ISO 27001, and HITRUST. Record all user queries, commands and actions that can be replayed without the need for any additional configurations. Make forensic investigations easy in case of any incident. - **Streamlined Evidence Collection:** Stay compliant with ready to use reports for all user access activity across all infrastructure resources. - **Screen Recordings for Every Session:** Enhance visibility into every query and command on all infrastructure access activities based on the identity of every accessor. - **Custom Policies to Restrict Access:** Limit access to protect personal data and stay GDPR compliant. ### Continuous Controls Audits Source: https://adaptive.live/usecases/compliance-audits Adaptive lets agents collect evidence for SOC 2, ISO, and HIPAA audits against real systems — without persistent credentials. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — ephemeral credentials scoped to specific evidence collection tasks, activated only during scheduled audit windows, with every access logged as part of the evidence. You provide the prompts and workflows. The agent runs your collection logic inside Exo policy envelope, never outside it. - **Scheduled Audit Windows:** Compliance agents activate only during defined audit windows. Outside these windows, no credentials exist — eliminating persistent access risk entirely. - **Evidence-Scoped Access:** Each audit agent gets access only to the specific systems and data needed for its evidence collection task. An access review agent cannot read application logs. - **Self-Documenting Audits:** The audit agent's own access is logged as part of the evidence. Auditors can verify that the evidence collection process itself followed proper access controls. - **Multi-Framework Support:** Run evidence collection for SOC 2, ISO 27001, HIPAA, PCI DSS, and other frameworks from a single platform. Map controls across frameworks to reduce duplicate evidence collection. ## Use Cases — AI Agents & Automation ### AI on Critical Systems Source: https://adaptive.live/usecases/ai-critical-systems Adaptive lets AI agents operate against critical production systems — databases, internal tools, and business applications — without standing credentials. JIT access, per-task scopes, full audit. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — JIT credentials scoped to the specific task, dataset, or tenant the agent is working on. You provide the prompts and workflows. Every call to a critical system runs inside Exo policy envelope, with full session capture and reviewable audit. - **Per-Task Scoping:** Bind each agent session to the task, tenant, or record it is meant to act on. Agents cannot read or write outside the scope the workflow declared. - **JIT Credentials Per Session:** Issue short-lived credentials for each session against databases, internal APIs, and SaaS admin endpoints. Credentials expire when the task is done — nothing persists on the agent. - **Guardrails for Irreversible Actions:** Block or require approval for destructive operations — drops, deletes, mass updates, exports — before they hit a critical system. Soft-fail with a clear reason instead of executing silently. - **Full Session Audit:** Every call an agent makes to a critical system is recorded with the prompt, the context, the credential identity, and the result. Replay any session to answer who did what and why. ### Ship with Coding Agents Safely Source: https://adaptive.live/usecases/coding-agents Adaptive provides isolated sandboxes, scoped repo access, policy-aware shells, and automatic teardown for Claude Code, Codex, and other coding agents. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — ephemeral sandboxes with scoped repo access, deny-listed shell commands, network allowlists, and automatic teardown. You provide the prompts and workflows. The agent runs your coding logic inside Exo policy envelope; time-boxed credentials expire when the task is done. - **Ephemeral Sandboxes:** Every coding agent session runs in an isolated environment with its own filesystem, network policies, and credential scope. Sessions are automatically torn down on completion. - **Policy-Aware Shell:** Block dangerous commands like rm, curl to unknown hosts, and ssh while still allowing agents to build, test, and deploy within approved boundaries. - **Scoped Repository Access:** Grant agents access to specific repositories and branches without exposing the full organization. Read-only or read-write scopes per session. - **Full Audit Trail:** Every command, file change, and network request is logged with the agent's identity. Review sessions end-to-end for compliance and debugging. ### Autonomous Testing With Zero Blast Radius Source: https://adaptive.live/usecases/autonomous-testing Let agents author, run, and iterate on tests — unit, integration, end-to-end, load, and soak — inside agent harness, with tools brokered through Exo MCP server registry and credentials issued least-privilege, scoped to a single environment per run. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. agent harness issues just-in-time credentials scoped to exactly one environment — unit, integration, staging, or perf — for the life of a single run. Tools are brokered through Exo curated MCP server registry, so agents only invoke what policy permits. Targets, data, tools, and runtime budgets are enforced as one policy. You bring the prompts and workflows; Exo enforces the boundary so autonomy scales with zero blast radius instead of accumulating it. - **Least-Privilege Credentials Per Run:** agent harness mints ephemeral, narrowly-scoped credentials for every run: the minimum IAM role, the minimum database grants, the minimum service accounts needed for that suite. Credentials expire on teardown, so there is no standing access for an agent to inherit on the next iteration. - **Environment-Scoped Targets:** A unit agent can only reach mocks. An integration agent can only reach the integration cluster. A perf agent can only reach the perf environment. The harness enforces the boundary at the network and credential layer, so a misbehaving agent physically cannot cross into production or an adjacent tenant. - **MCP Server Registry for Test Tools:** Exo MCP server registry curates every tool an agent can call — test runners, fixture generators, browser drivers, load injectors, coverage probes. Each server is signed, versioned, and permissioned per agent, so a test agent can only invoke the tools its suite is scoped to use. - **Rate Limits & Runtime Budgets:** Enforce per-target RPS caps and wall-clock budgets so a runaway agent-generated scenario cannot saturate shared infrastructure, trip third-party abuse detection, or run up the cloud bill. The harness kills the run and revokes its credentials the moment a limit is crossed. - **End-to-End Audit Trail:** Every command, query, MCP tool call, request, prompt, and generated artifact is logged with the test context — commit, suite, environment, trigger, and agent identity. Replay a failed agent-authored run end-to-end to diagnose root causes and prove least-privilege was honored. ### Browser Harness for Agents Source: https://adaptive.live/usecases/browser-harness Adaptive's Stratos is a browser plugin that gives agents just-in-time sessions — every navigation, click, form fill, and download brokered by policy. You write the prompts and workflows; Adaptive's Stratos provides the harness, tools, networking, and guardrails. Allow-listed origins, ephemeral profiles, masked PII, and a full session replay keyed to the harness id. Adaptive's Stratos gives every agent run its own isolated browser instance — fresh profile, ephemeral storage, allow-listed origins, DLP on inputs and outputs, full session replay, and credentials provisioned just-in-time and revoked when the harness tears down. The browser, the credentials, the network egress, and the tools are all bound to a single harness id, so an agent literally cannot reach anything its policy did not authorize. - **Just-in-Time Browser Sessions:** Every agent run gets a fresh browser profile with credentials provisioned for the job and revoked on teardown. No cookies, no SSO session, no autofill from the previous run — and no standing browser identity for the next prompt to inherit. - **Origin Allow-List Per Harness:** Each harness declares the origins its agent is permitted to navigate. Anything off-list — ad networks, link-shorteners, lookalike domains, hostile redirects — is blocked at the browser layer, before a single byte is sent. - **DLP on Inputs and Outputs:** Adaptive's Stratos inspects what the agent types into a form and what the page sends back. PII, secrets, and regulated identifiers are masked before they leave the harness, and screenshots, downloads, and clipboard reads are filtered against the same policy. - **Action Confirmation for Irreversible Steps:** High-impact actions — wires, refunds, role changes, share-link creation, destructive admin operations — pause the agent and require a typed confirmation or human approval. Reversible actions stay autonomous; irreversible ones get a guardrail. - **Full Session Replay:** Every page visited, every click, every keystroke, and every network request is recorded with the harness id. Replay a run pixel-for-pixel to debug a flaky agent, prove what data was seen, or hand a tamper-evident artifact to compliance. ### SRE Agents Source: https://adaptive.live/usecases/sre-agents Adaptive lets SRE agents diagnose and remediate production incidents — pulling traces, querying clusters, and running runbooks — without standing credentials. JIT access, scoped to the alert, with every action recorded. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — JIT credentials per incident, kube/SSH/cloud access bound to the affected service, and guardrails that block destructive actions until a reviewer signs off. You provide the prompts and workflows. The SRE agent runs your runbooks inside Exo policy envelope, with full session capture for the postmortem. - **Alert-Scoped Access:** Each SRE agent session is scoped to the alert it was paged on — the affected service, namespace, cluster, and time window. Agents cannot wander into unrelated systems while triaging. - **JIT Kube, SSH & Cloud Credentials:** Generate short-lived kubeconfigs, SSH certificates, and cloud roles per session. No static admin tokens on the agent — credentials expire when the runbook completes. - **Guardrails for Destructive Actions:** Block or require human sign-off on irreversible operations — pod deletes outside the affected service, config rollbacks across environments, schema changes, mass restarts. Safe diagnostics pass through automatically. - **Session Replay for Postmortems:** Every command, tool call, and MCP invocation an SRE agent makes during an incident is recorded against the alert. Replay the session in the postmortem instead of reconstructing it from chat scrollback. ### Turn Product Data Into Draft PRDs Source: https://adaptive.live/usecases/product-engineering Adaptive gives product-engineering agents scoped, policy-bound access to database schemas, application logs, metrics, runbooks, environments, and scale profiles — so the PRDs they draft are grounded in how the system actually behaves, not what someone remembers. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — the agent is bound to a single feature brief and exposed to exactly the data surfaces it needs: a read-only schema view, a redacted log slice, a metrics window, the runbooks for the affected service, the environment manifest, and the scale profile for the traffic it must handle. You provide the prompts and workflows. Credentials are ephemeral, PII is stripped at the connector, and every artifact the agent produces is signed with the session identity. - **Schema-Aware Drafting:** Agents read the live database schema — tables, columns, relationships, constraints — through a read-only, policy-filtered view. PRDs reference the domain as it actually exists, so proposed changes name real entities and surface the migrations a feature will require. - **Redacted Log and Metric Access:** Expose application logs and metrics through connectors that strip PII, secrets, and customer identifiers before the agent sees a single line. The agent learns which errors dominate, which endpoints are hot, and where users drop off — without ever touching raw identifiers. - **Process and Runbook Context:** Give the agent the runbooks, on-call notes, and incident post-mortems for the services the feature will touch. PRDs that emerge account for existing processes — deploy windows, migration playbooks, rollback paths — instead of inventing new ones that conflict. - **Environment and Scale Profiles:** Expose the environment manifest — dev, staging, regional prods, tenanted deployments — and the scale profile the feature must sustain: current traffic, peak, growth curve. The agent drafts rollout plans, capacity asks, and feature-flag strategies that match the system the team actually runs. - **Task-Bound Credentials and Signed Artifacts:** Every agent session is scoped to one feature brief. Credentials expire at session end, writes land as draft PRDs or Notion pages signed with the session identity, and nothing — draft, prompt, or tool call — leaves the perimeter without policy sign-off. ### Plan, Execute, and Remediate Migrations with an Agent Harness Source: https://adaptive.live/usecases/migrations Adaptive lets the agent connect to the datasource, draft a migration plan grounded in the live schema, execute it under scoped credentials, and remediate automatically when a step fails. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — a one-shot, schema-scoped credential to your datasource, a masked replica for dry-runs, and a policy envelope for blast radius. You provide the prompts and workflows. The agent inspects the live schema, drafts a plan, executes it step by step, and self-remediates on failure — all inside Exo policy envelope, never outside it. - **Harness Securely Allows Connection to the Datasources:** The agent pulls a short-lived credential from Exo and introspects the target database — schema, indexes, row counts, and current load — before writing a single line of SQL. Every connection is bound to one migration, one schema, and one time window. - **Agent Drafts a Migration Plan from Live State:** Define your own prompts to shape how the agent plans. Grounded in the real schema and table sizes, the harness follows your prompt to produce a step-by-step plan: ordering of DDL, online vs. offline strategy, batch sizes for backfills, and expected lock time. The plan is attached to the PR for review before execution. - **Dry-Run on a Masked Replica:** Before touching production, the harness runs the full plan against a production-shaped replica with PII masked. It measures lock duration, rows affected, and disk impact, then folds the results back into the plan for the reviewer. - **Scoped Execution with Blast-Radius Policies:** The harness executes the approved plan under policy limits on rows touched, lock duration, and DDL class. If a step would exceed the envelope, execution pauses and requires multi-party approval before continuing. - **Automatic Remediation on Error:** When a step fails — lock timeout, constraint violation, saturated primary — the harness captures the error, consults the plan's rollback path, and executes the compensating action. If remediation itself can't complete inside policy, it escalates with the full failure trace, not just a stack dump. - **Rollback-Ready Audit Trail:** Every step — plan, dry-run result, execution, error, remediation — is logged with commit, PR, approver, and effect counts. If a full rollback is needed later, the exact before-state and change set are one query away. ### AI Agents on Critical Systems Source: https://adaptive.live/usecases/customer-support Adaptive lets support copilots run against production databases without standing credentials — JIT access, per-ticket scopes, full audit. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — JIT database credentials scoped to the specific customer or ticket context. You provide the prompts and workflows. The support agent runs your resolution logic inside Exo policy envelope, with every query logged and reviewable. - **Per-Ticket Scoping:** Automatically scope database access to the specific customer or account associated with each support ticket. Agents cannot query data outside their assigned context. - **JIT Database Credentials:** Generate short-lived database credentials for each support session. Credentials expire automatically when the ticket is resolved or the session times out. - **Query Audit Trail:** Every database query executed by a support agent is logged with full context — ticket ID, customer scope, query text, and results summary. - **Sensitive Field Redaction:** Automatically mask PII, payment details, and other sensitive fields in query results. Support agents see enough context to resolve tickets without exposing raw sensitive data. ### Agent harness for Infrastructure Automation Source: https://adaptive.live/usecases/infra-automation Adaptive's Exo is an agent harness for SSH, Kubernetes, and database operations — every tool call, MCP call, session, context window, and memory write captured and governed from a single control plane. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Exo wraps agents in a harness that records every operation — tool calls, MCP calls, sessions, context, and memory — across SSH, Kubernetes, and database workflows. You author the prompts and workflows. Adaptive provides the harness, the MCP registry, the networking, and the guardrails. Operators manage policies, credentials, and replay from a single control plane. - **Capture Every Tool & MCP Call:** The harness intercepts every tool invocation and MCP call the agent makes — kubectl apply, ssh exec, SQL query, cloud API — and records arguments, outputs, timestamps, and the session that issued them. - **SSH, Kubernetes & Database Sessions:** Route agent access to servers, clusters, and databases through brokered sessions with per-session ephemeral credentials. Scoped kubeconfigs, short-lived SSH certificates, and time-boxed database roles — no static secrets on the agent. - **Session, Context & Memory Audit:** Every agent session is recorded end-to-end — the prompt, the context window at each step, the model's reasoning trace, and any memory the agent reads or writes. Replay a run months later to understand exactly what happened. - **Single Control Plane:** Manage policies, credentials, agents, and audit trails for all infrastructure automation from one place. Revoke a credential, pause an agent, or tighten a policy and have it apply everywhere the harness runs. - **Attribution for Every Change:** Every infrastructure change is tied back to the agent, session, prompt, and triggering event that produced it. Correlate a kubectl rollout or a SQL migration with the exact run that issued it. ### Agents Querying Warehouses Source: https://adaptive.live/usecases/data-analytics Adaptive scopes warehouse agents to specific schemas and row-level policies — review every query, redact sensitive fields, revoke instantly. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — schema-level access policies, row-level security, query budgets, and field redaction for every analytics agent session. You provide the prompts and workflows. The agent runs your analysis inside Exo policy envelope; every query is logged for review. - **Schema-Level Scoping:** Restrict agents to specific schemas, tables, and columns. Prevent cross-schema joins and access to tables outside the agent's defined scope. - **Row-Level Policies:** Apply row-level security policies that filter query results based on the agent's context — team, project, or customer scope. - **Query Budget Controls:** Set query frequency limits, result size caps, and compute budgets per agent. Prevent runaway queries and data exfiltration through large result sets. - **Sensitive Field Redaction:** Automatically mask PII, financial data, and other sensitive fields in query results. Agents get the analytical signal without raw sensitive values. ### SOC Copilots in the Loop Source: https://adaptive.live/usecases/security-triage Let agents investigate SIEM alerts with read-only access to logs and assets via agent harness and its tools — escalate findings with full reasoning trails. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — read-only access to logs and security assets scoped to the specific alert being investigated. You provide the prompts and workflows. Every investigation step the agent takes is logged inside Exo policy envelope with full reasoning trails, creating reviewable evidence chains. - **Read-Only Investigation:** Triage agents get read-only access to relevant logs, endpoints, and network data. They can investigate but never modify or delete evidence. - **Alert-Scoped Access:** Access is scoped to the specific alert context — time window, affected assets, and related telemetry. Agents cannot browse beyond the investigation scope. - **Reasoning Trails:** Every investigation step, hypothesis, and conclusion is captured in a structured reasoning trail. Analysts can review the agent's logic before acting on findings. - **Escalation Controls:** Agents can escalate findings to human analysts with full context but cannot take remediation actions. Severity-based routing ensures the right analyst reviews each escalation. ### Autonomous Incident Response Source: https://adaptive.live/usecases/incident-response Adaptive issues break-glass identities to agents responding to incidents — time-boxed privilege, reviewer sign-off, audit-ready transcripts. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — break-glass identities with time-boxed elevated privileges, reviewer sign-off on every action, and audit-ready transcripts for post-incident review. You provide the prompts and workflows. The agent runs your response logic inside Exo policy envelope, never outside it. - **Break-Glass Identities:** Create pre-defined incident response identities with elevated privileges that activate only during declared incidents. Access is automatically revoked when the incident is resolved. - **Time-Boxed Privilege:** All incident response access is time-boxed with hard TTLs. Even if an incident drags on, credentials rotate and require re-authorization at defined intervals. - **Reviewer Sign-Off:** Elevated actions require sign-off from an on-call reviewer before execution. The agent proposes actions with full context; the reviewer approves or modifies. - **Audit-Ready Transcripts:** Every incident response session produces a complete, signed transcript — actions taken, approvals received, evidence collected, and outcomes achieved. ### Agent harness for CI/CD Pipelines Source: https://adaptive.live/usecases/devops-cicd Adaptive lets pipelines trigger deploy agents inside private VPCs, on-prem clusters, or air-gapped networks — no inbound ports. Each invocation gets ephemeral cloud credentials scoped to a single release, with every artifact and command signed and traceable. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails for every CI/CD agent — ephemeral cloud credentials scoped to a single release, signed artifacts, logged commands, and credentials that expire the moment the deployment completes. You provide the prompts and workflows. The agent runs your release logic inside Exo policy envelope, never outside it. - **Invoke Agents in Private Environments:** CI/CD pipelines invoke deploy agents running inside your VPC, on-prem cluster, or air-gapped environment — no inbound ports, no exposed endpoints. Each invocation is issued ephemeral cloud credentials scoped to the single release it's deploying. - **Per-Release Credentials:** Generate unique cloud credentials for each deployment. Credentials are scoped to the specific release, environment, and resource set — no reuse across deployments. - **Artifact Signing:** Every build artifact, container image, and deployment manifest is cryptographically signed with the agent's session identity. Verify provenance at every stage. - **Deployment Scoping:** Restrict deploy agents to specific environments, regions, and resource groups. Prevent agents from deploying to production without the required approval gates. - **Command Traceability:** Every command executed during the pipeline is logged with the release context — commit hash, trigger event, approver, and execution environment. ### Browser Agents That Behave Source: https://adaptive.live/usecases/web-research Adaptive's Stratos is a browser plugin that wraps research, scraping, and form-fill agents in a policy boundary — URL allowlists, session recording, and DLP on every input and output. You write the prompts and workflows; Adaptive's Stratos provides the harness, tools, networking, and guardrails. Adaptive's Stratos provides the browser harness, the tool surface, the networking, and the guardrails — URL allowlists, DLP, and full session recording bound to a single harness id. You bring the prompts and workflows. The agent runs your logic inside Adaptive's Stratos browser boundary, never outside it. - **URL Allowlists:** Define which domains and URL patterns each agent can access. Requests outside the allowlist are blocked before the connection is made. - **Browser Isolation:** Every browser session runs in an isolated environment. Cookies, local storage, and cache are ephemeral — nothing persists between sessions. - **Data Loss Prevention:** Monitor and block attempts to post sensitive data to external sites. DLP policies scan form submissions and file uploads in real-time. - **Session Recording:** Record every browser session with full visual playback. Review what agents saw, clicked, and submitted for audit and debugging. ### Agents on HubSpot and Salesforce Source: https://adaptive.live/usecases/crm-agents Adaptive brokers CRM API access for agents calling HubSpot, Salesforce, and similar platforms — data use controls, blocked unauthorized exports, and end-to-end session capture. You write the prompts and workflows; Adaptive handles the harness, tools, MCP registry, networking, and guardrails. Adaptive gives CRM API agents a harness wired with the tools, MCP registry, networking, and guardrails they need — data use controls, blocked unauthorized exports, record access scoped by team or territory, and end-to-end session capture. You provide the prompts and workflows; the agent calls HubSpot or Salesforce inside the policy envelope, never outside it. - **Data Use Controls:** Define what agents can do with CRM data — read, update, export. Block unauthorized bulk exports and data transfers outside approved workflows. - **Territory Scoping:** Scope agent access to specific territories, teams, or account segments. Agents cannot access records outside their assigned scope. - **Export Controls:** Block bulk data exports and flag unusual access patterns. Agents can query and update individual records but cannot extract datasets. - **End-to-End Session Capture:** Every CRM agent session is captured with full context — records accessed, fields modified, queries executed, and data returned. ### Proactive Investigation Source: https://adaptive.live/usecases/threat-hunting Adaptive gives hunters and their agents read access across telemetry — with query budgets, masking, and reviewable audit trails. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails. Adaptive provides the harness, tools, MCP registry, networking, and guardrails — scoped read access across security telemetry, per-agent query budgets, sensitive data masking, and complete audit trails. You provide the prompts and workflows. Hunters get the visibility they need; the agent runs your hunt logic inside Exo policy envelope, never outside it. - **Cross-Telemetry Access:** Grant hunting agents read access across SIEM, EDR, network, and cloud logs through a single policy-controlled interface. No need to manage credentials for each data source. - **Query Budgets:** Set per-agent limits on query volume, data scanned, and time range accessed. Prevent runaway queries that could impact production monitoring systems. - **Sensitive Data Masking:** Automatically mask PII, credentials, and sensitive business data in telemetry query results. Hunters see security-relevant indicators without raw sensitive values. - **Hunt Audit Trails:** Every query, result, and hypothesis tested by hunting agents is logged with full context. Build reviewable investigation records for team knowledge sharing. ## Use Cases — Industries ### Privileged Access Security for Banking & Insurance Source: https://adaptive.live/usecases/finance Adaptive governs privileged access to core banking, lending, claims and policy systems while protecting customer financial data and producing audit-ready evidence. Adaptive replaces standing credentials with identity-bound, approval-based access to databases, servers and cloud resources. Policies enforce least privilege and segregation of duties, sensitive customer fields can be masked in flight, and every query and command is captured in immutable logs for examinations, investigations and access reviews. - **Secure Core Financial Systems:** Grant time-bound access to core banking, lending, claims and policy administration systems without distributing long-lived credentials. - **Protect Customer Financial Records:** Mask account, policyholder and personally identifiable information in flight so operators and vendors see only the data required for their role. - **Evidence for Examiners and Auditors:** Produce approval histories, access reviews, session recordings and query-level audit trails for GLBA, FFIEC, OCC and SOX assessments. ### HIPAA-Compliant Access Governance for Healthcare Source: https://adaptive.live/usecases/healthcare Adaptive helps Healthcare companies keep the Protected Health Information of their patients tightly guarded to ensure compliance. Adaptive helps healthcare organizations stay on top of all regulatory requirements and stay compliant with HIPAA, HITECH, and other compliances. Reinforce PHI data security with unified control over access reviews to every resource, database, and network segment. Adaptive delivers detailed audit functionalities, automated endpoint access control, and security measures for HealthTech companies, thereby reducing the likelihood of external attacks. - **Maintain Operational Resilience:** Ensure strong data security policies with Adaptive. Maintain continuous monitoring of all queries and activities and get alerted in case of any unauthorized access attempts. - **Secure Sensitive Data:** Ensure that all patient PHI and other sensitive data is securely accessed with the help of Adaptive. Strengthen the organization’s security posture based on compliance frameworks such as HIPAA and HITECH. - **Easy Evidence Gathering:** Save time and man hours by eliminating manual evidence gathering for audits. Adaptive automates access to accurate, comprehensive and customizable logs that helps during audits. ### Access Governance for SaaS & Technology Companies Source: https://adaptive.live/usecases/technology Adaptive supports SaaS companies in protecting customer and user data, thereby enabling them to stay compliant with regulatory standards. Adaptive enables organizations to scale quick and stay compliant with all regulatory requirements like ISO 27001, GDPR, SOC 2, and more. The platform allows granting vendor access to select resources for external users and provides immediate alerts in case of any unauthorized access attempts. The Adaptive PAM solution facilitates integrated access requests and detailed audit capabilities, automating auditing, access control, and security measures for SaaS companies, thereby reducing the time and costs associated with compliance. - **Continuous Monitoring:** Adopt a proactive stance on compliance management with continuous monitoring. Oversee operations, queries, and activities to promptly identify potential compliance gaps or security risks and take swift remediation action. - **Monitored Third-Party Vendor Access:** Grant temporary, limited access to third-party vendors for selected resources. Create vendor-specific endpoints that offer total transparency on every vendor command and query, with alerts activated when sensitive data is accessed. - **Secure Infrastructure Resources:** By using ephemeral containers as bastion hosts, Adaptive minimizes the risk of unauthorized access and bolsters the security of infrastructure resources. Protect sensitive information, private resources, and customer data and maintain compliance. - **Detailed Audit Logs:** Save time and resources on audit preparation with Adaptive. Ensure the availability of accurate and current comprehensive audit logs of all queries, commands, access approvals, and incidents. ### Privileged Access & Data Security for Fintech Source: https://adaptive.live/usecases/fintech Adaptive gives fintech engineering, support and AI agents just-in-time access to production systems, with cardholder and account data masked and every action audited. Adaptive brokers every connection to databases, Kubernetes clusters and servers through identity-aware, just-in-time access tied to your SSO. Sensitive fields such as card numbers, account numbers and PII are masked in flight, so engineers, support staff and agents only see what they need. Every query and command is recorded in immutable audit logs, turning PCI DSS, SOC 2 and partner-bank evidence requests into a report instead of a project. - **Just-in-Time Production Access:** Replace standing credentials with time-bound, approval-gated access to production. Access expires automatically, removing the long-lived privileges attackers and insiders exploit. - **Mask Cardholder and Account Data:** Dynamically mask PANs, account numbers and customer PII at the access layer, keeping sensitive data out of terminals, BI tools and AI agents while workflows keep running. - **Audit-Ready Evidence:** Query-level logs, session recordings and access reviews give auditors and sponsor banks a complete record of who accessed what, when and under which approval. ### Access Governance for Enterprise Technology Source: https://adaptive.live/usecases/enterprise-tech Adaptive helps enterprise software and cloud companies govern privileged access for thousands of engineers, vendors and AI agents across multi-cloud infrastructure. Adaptive unifies access to databases, servers, clusters and cloud resources behind a single identity-aware control plane. Integrate with your IdP, define policies once and grant just-in-time access through Slack or the CLI. Vendor and agent access is scoped to specific resources and fully audited, and Adaptive can be deployed in your own VPC to meet enterprise data residency requirements. - **Centralized Policy Across Clouds:** Define access policies once and enforce them across every cloud, cluster and datastore, replacing fragmented per-tool permissions with a single source of truth. - **Developer-Friendly Just-in-Time Access:** Engineers request access from the tools they already use and get it in seconds after approval, without handling credentials or waiting on tickets. - **Scoped Vendor and Agent Access:** Give contractors, vendors and AI agents temporary access to exactly the resources they need, with every command and query logged and alerts on sensitive data access. - **Evidence for Customer Audits:** Answer security questionnaires and certification audits with access reviews, session recordings and immutable logs that are always up to date. ### Privileged Access Security for Telecom Source: https://adaptive.live/usecases/telecom Adaptive secures privileged access to telecom network infrastructure, OSS/BSS systems and subscriber data, protecting critical services from insider and supply-chain threats. Adaptive replaces shared accounts and vendor VPNs with identity-bound, just-in-time access to servers, databases and clusters. Access to subscriber data can be masked and restricted by policy, and every session is recorded for forensics and regulatory reporting. Vendors and managed-service partners get scoped, time-limited access without being placed on the network. - **Replace Vendor VPNs:** Give equipment vendors and managed-service partners brokered access to specific resources only, without network-level access to your infrastructure. - **Protect Subscriber Data:** Mask CPNI and subscriber PII in flight and enforce least-privilege access to billing, CRM and customer databases. - **Forensic-Grade Session Records:** Record every privileged session and query so security teams can investigate incidents quickly and meet regulatory reporting timelines. ### Access Controls for Public Companies Source: https://adaptive.live/usecases/public-companies Adaptive helps public companies enforce and prove the IT general controls behind SOX compliance and SEC cybersecurity disclosure requirements. Adaptive enforces just-in-time, approval-based access to financially significant systems and records every query and command in immutable audit logs. Periodic access reviews, segregation of duties and change traceability are built in, so ITGC evidence is available on demand. When an incident occurs, complete session and query history helps security and legal teams quickly scope impact and support disclosure decisions. - **ITGC Evidence on Demand:** Generate access review, approval and activity reports for SOX auditors without manual evidence gathering. - **Segregation of Duties:** Enforce approval workflows and time-bound access so no single user holds standing privileged access to financial systems. - **Faster Incident Scoping:** Use complete session recordings and query logs to determine what was accessed during an incident, supporting timely materiality assessment and disclosure. ## Enterprise Deployment & Governance Source: https://adaptive.live/enterprise Security, platform, and compliance teams define just-in-time access, approvals, masking, access reviews, and audit policies centrally. Engineering, data, and operations teams use the same controls when working with production resources. - **Govern AI agents at scale:** Centralized policy across every team running agents — engineering, data, support, security. One place to define what agents can do, where, and under what approvals. - **Audit-ready by default:** Immutable session recordings, reasoning capture, and tool-call logs aligned with SOC 2, HIPAA, ISO 27001, and RBI CSITE. Hand auditors evidence, not promises. - **Identity-first access:** Single sign-on with Okta, Azure AD, Google Workspace, JumpCloud, OneLogin, and LDAP. Agents inherit human identity context — no shared service credentials. - **Deploy where your data lives:** Self-hosted, hybrid, or SaaS. Adaptive runs inside your VPC when regulation or data residency requires it. ## Adaptive CLI Source: https://adaptive.live/cli The Adaptive CLI connects to databases, servers, Kubernetes clusters, and cloud accounts through brokered access. The same access policies apply in local workflows and CI pipelines. The CLI is supplied to onboarded teams. Contact the Adaptive account team or request a demo for signed macOS, Linux, and Windows binaries and installation instructions for the workspace. Authenticate through the organization's identity provider so actions run under the user's identity. - **Run agents with brokered access:** Hand the CLI an agent task; it negotiates just-in-time credentials, applies policy, and captures every tool call for audit. - **Local development, production guardrails:** Test agents against staging or sandboxed slices of production with the same policy engine that protects live systems. - **Wire into CI and operators:** Use the CLI in pipelines, on-call runbooks, and operator scripts. Approvals route to chat; logs land in your SIEM. ## Pricing & Getting Started Source: https://adaptive.live/pricing Adaptive has no fixed pricing tiers. Pricing depends on the modules deployed, the deployment model, and the number of identities and resources under management. Contact Adaptive for an organization-specific proposal. - Deployment options include on-premises and managed cloud; the enterprise page also describes self-hosted and hybrid deployment inside a customer VPC. - The pricing FAQ describes an agentless architecture with nothing to install on target infrastructure. - A scoped proof of concept is available before a commercial commitment. - All deployments include onboarding support. Dedicated account management, SLA guarantees, and 24/7 support are available for enterprise deployments. Request a walkthrough or discuss deployment: https://adaptive.live/request-demo ## Security & Compliance Source: https://adaptive.live/security Adaptive Automation Technologies has completed a SOC 2 Type II audit conducted by Prescient Assurance. Customers and prospects can request the audit report through the contact listed on the security page. The security overview describes personnel background checks and confidentiality agreements, employee security training, secure development reviews, static and dynamic testing, and internal and third-party penetration testing. Cloud controls include customer isolation, encryption at rest and in transit, separate encryption keys, monitoring, role-based access, and least-privilege reviews. The enterprise and industry pages describe controls and evidence supporting frameworks such as HIPAA, ISO 27001, PCI DSS, SOX, and RBI CSITE. These descriptions concern control alignment and audit support; the stated completed certification here is SOC 2 Type II. ## Integrations Source: https://adaptive.live/integrations The catalog covers databases, Kubernetes, virtual machines, cloud providers, network devices, identity providers, web services, logging, data warehouses, and collaboration tools. Consult each integration page for the supported access and policy capabilities. ### Databases - [MySQL](https://adaptive.live/integrations/mysql): Use Adaptive's MySQL integration to provide authenticated, auditable access to your MySQL database without directly sharing database credentials. - [PostgreSQL](https://adaptive.live/integrations/postgresql): Adaptive's PostgreSQL integration enables authenticated, auditable access to PostgreSQL databases without requiring users to handle database credentials directly. - [Microsoft SQL Server](https://adaptive.live/integrations/microsoft-sql-server): Adaptive enables authenticated, auditable access to SQL Server databases without sharing credentials, providing role-based access control through authorization profiles with granular management of server and database-level permissions. - [MongoDB](https://adaptive.live/integrations/mongodb): Provide authenticated, auditable access to MongoDB without sharing DB access credentials. Adaptive enables users to securely connect through role-based access control and automatic user provisioning. - [MongoDB Atlas](https://adaptive.live/integrations/mongodb-atlas): Adaptive's MongoDB Atlas integration provides authenticated and auditable access to MongoDB Atlas-hosted databases without exposing database credentials directly to users. - [Redis](https://adaptive.live/integrations/redis): Use Adaptive's Redis integration to provide authenticated, auditable access to the Redis database without sharing database credentials. - [Amazon ElastiCache](https://adaptive.live/integrations/amazon-elasticache): Adaptive's Amazon ElastiCache integration enables secure, audited access to your ElastiCache clusters without sharing credentials, supporting both Redis and Memcached engine types. - [Amazon DocumentDB](https://adaptive.live/integrations/amazon-documentdb): Use Adaptive to provide authenticated, auditable access to your Amazon DocumentDB clusters without sharing database credentials, with full audit trails of all access. - [CockroachDB](https://adaptive.live/integrations/cockroachdb): Adaptive's CockroachDB integration enables authenticated, auditable access to the database without sharing credentials, with centralized access governance and session monitoring. - [Amazon DynamoDB](https://adaptive.live/integrations/amazon-dynamodb): Adaptive's Amazon DynamoDB integration enables secure, Just-in-Time access to your DynamoDB tables without sharing AWS credentials directly. - [Amazon Keyspaces](https://adaptive.live/integrations/keyspaces): Use Adaptive's Amazon Keyspaces integration to provide authenticated, auditable access to your managed Apache Cassandra service without sharing credentials. - [Amazon Neptune](https://adaptive.live/integrations/amazon-neptune): Adaptive enables authenticated, auditable access to Amazon Neptune graph databases without sharing credentials, providing secure Just-in-Time access for your team. - [Google Cloud Bigtable](https://adaptive.live/integrations/google-cloud-bigtable): Use Adaptive's Google Cloud Bigtable integration to provide secure, audited access to your Bigtable instances without sharing credentials. - [Google Cloud Spanner](https://adaptive.live/integrations/google-cloud-spanner): Adaptive's Google Cloud Spanner integration enables authenticated, auditable access to Spanner databases without sharing credentials. - [Google Memorystore](https://adaptive.live/integrations/google-memorystore): Use Adaptive's Google Memorystore integration to provide authenticated, auditable access to your managed Redis and Memcached instances without sharing credentials. - [Google Firestore](https://adaptive.live/integrations/google-firestore): Adaptive's Google Firestore integration enables secure, credential-free access to your Firestore databases with full audit trails. - [Azure SQL](https://adaptive.live/integrations/azure-sql): Use Adaptive's Azure SQL integration to provide authenticated, auditable access to your Azure SQL databases without sharing connection strings or credentials. - [Azure Cosmos DB](https://adaptive.live/integrations/azure-cosmos): Adaptive's Azure Cosmos DB integration enables secure, Just-in-Time access to your globally distributed database without exposing credentials. - [Oracle Database](https://adaptive.live/integrations/oracle): Use Adaptive's Oracle integration to provide authenticated, auditable access to your Oracle database without sharing database credentials. - [ClickHouse](https://adaptive.live/integrations/clickhouse): Use Adaptive's ClickHouse integration to provide authenticated, auditable access to your ClickHouse database without sharing database credentials. - [Cassandra](https://adaptive.live/integrations/cassandra): Adaptive enables authenticated, auditable access to Apache Cassandra without sharing database credentials, providing centralized access control with session monitoring. - [MariaDB](https://adaptive.live/integrations/mariadb): Use Adaptive's MariaDB integration to provide authenticated, auditable access to your MariaDB databases without directly sharing credentials. - [ScyllaDB](https://adaptive.live/integrations/scylladb): Adaptive's ScyllaDB integration enables secure, credential-free access to your ScyllaDB clusters with full audit trails and Just-in-Time access provisioning. - [Neo4j](https://adaptive.live/integrations/neo4j): Use Adaptive's Neo4j integration to provide authenticated, auditable access to your graph database without sharing credentials. - [YugabyteDB](https://adaptive.live/integrations/yugabyte): Adaptive's YugabyteDB integration enables authenticated, auditable access to your distributed SQL database without sharing credentials. - [Elasticsearch](https://adaptive.live/integrations/elasticsearch): Use Adaptive's Elasticsearch integration to provide authenticated, auditable access to your Elasticsearch cluster, supporting role-based access control via authorization profiles. - [ProxySQL](https://adaptive.live/integrations/proxysql): Adaptive's ProxySQL integration enables secure, credential-free database proxy access with full audit trails and centralized access governance. - [Apache Druid](https://adaptive.live/integrations/apache-druid): Use Adaptive's Apache Druid integration to provide authenticated, auditable access to your real-time analytics database without sharing credentials. ### Kubernetes - [Kubernetes](https://adaptive.live/integrations/kubernetes): Adaptive's Kubernetes integration unlocks credential-less and audited access to your K8s cluster without sharing secrets. - [Google Kubernetes Engine](https://adaptive.live/integrations/gke): Adaptive enables secure, audited kubectl access to Google Kubernetes Engine clusters without sharing kubeconfig credentials. - [Azure Kubernetes Service](https://adaptive.live/integrations/aks): Use Adaptive's Azure Kubernetes Service integration to provide authenticated, auditable access to your AKS clusters without sharing credentials. - [Amazon EKS](https://adaptive.live/integrations/eks): Adaptive's Amazon EKS integration enables secure, credential-free access to your managed Kubernetes clusters with full audit trails. - [Digital Ocean Kubernetes](https://adaptive.live/integrations/doks): Use Adaptive's Digital Ocean Kubernetes integration to provide authenticated, auditable access to your DOKS clusters without sharing credentials. - [Rancher](https://adaptive.live/integrations/rancher): Adaptive's Rancher integration enables secure, audited access to your Rancher-managed Kubernetes clusters without sharing credentials. - [OpenShift](https://adaptive.live/integrations/openshift): Use Adaptive's OpenShift integration to provide authenticated, auditable access to your OpenShift clusters without sharing credentials. ### Virtual Machines - [SSH](https://adaptive.live/integrations/ssh): Adaptive's SSH integration enables secure connections to hosts and virtual machines without sharing or repeatedly specifying SSH credentials, with all access being logged and auditable. - [RDP](https://adaptive.live/integrations/rdp): Use Adaptive's RDP integration to provide authenticated, auditable access to Windows desktops and servers without sharing RDP credentials. - [VNC](https://adaptive.live/integrations/vnc): Adaptive's VNC integration enables secure, credential-free remote desktop access with full audit trails and session recording. - [AWS EC2](https://adaptive.live/integrations/aws-ec2): Use Adaptive's AWS EC2 integration to provide authenticated, auditable SSH and RDP access to your EC2 instances without sharing credentials. - [Google Compute Engine](https://adaptive.live/integrations/gce): Adaptive's Google Compute Engine integration enables secure, credential-free access to your VM instances with full audit trails. - [Azure VM](https://adaptive.live/integrations/azure-vm): Use Adaptive's Azure VM integration to provide authenticated, auditable access to your Azure virtual machines without sharing credentials. - [Digital Ocean Droplets](https://adaptive.live/integrations/digitalocean-droplets): Adaptive's Digital Ocean Droplets integration enables secure, audited SSH access to your Droplets without sharing credentials. - [Vultr](https://adaptive.live/integrations/vultr): Use Adaptive's Vultr integration to provide authenticated, auditable access to your Vultr instances without sharing credentials. ### Cloud Providers - [AWS](https://adaptive.live/integrations/aws): Adaptive's AWS integration allows you to provide authenticated, auditable CLI access to your AWS resources without sharing access keys or secrets. - [Azure](https://adaptive.live/integrations/azure): Use Adaptive's Azure integration to provide secure, audited access to Azure resources without sharing credentials or service principal secrets. - [Google Cloud](https://adaptive.live/integrations/google-cloud): Adaptive's Google Cloud integration enables authenticated, auditable access to GCP resources without sharing service account keys or credentials. - [Digital Ocean](https://adaptive.live/integrations/digitalocean): Use Adaptive's Digital Ocean integration to provide secure, credential-free access to your Digital Ocean resources with full audit trails. - [Heroku](https://adaptive.live/integrations/heroku): Adaptive's Heroku integration enables authenticated, auditable access to your Heroku applications and resources without sharing credentials. - [AWS ECS](https://adaptive.live/integrations/aws-ecs): Use Adaptive to provide authenticated, auditable access to AWS ECS containers and services without sharing credentials. - [AWS Lambda](https://adaptive.live/integrations/aws-lambda): Adaptive's AWS Lambda integration enables secure, Just-in-Time access to Lambda functions without exposing AWS credentials. ### Network Devices - [Cisco](https://adaptive.live/integrations/cisco): Adaptive's Cisco integration enables secure, credential-free access to Cisco network devices with full audit trails and centralized access governance. - [Juniper](https://adaptive.live/integrations/juniper): Use Adaptive's Juniper integration to provide authenticated, auditable access to Juniper network devices without sharing credentials. - [Fortinet](https://adaptive.live/integrations/fortinet): Adaptive's Fortinet integration enables secure, audited access to FortiGate firewalls and network devices without sharing credentials. - [Aruba](https://adaptive.live/integrations/aruba): Use Adaptive's Aruba integration to provide authenticated, auditable access to Aruba network devices without sharing credentials. - [Aruba Instant On](https://adaptive.live/integrations/aruba-instant-on): Adaptive's Aruba Instant On integration enables secure, credential-free network device management with full audit trails. - [PAN-OS](https://adaptive.live/integrations/panos): Use Adaptive's PAN-OS integration to provide authenticated, auditable access to Palo Alto Networks devices without sharing credentials. - [HPE Switch](https://adaptive.live/integrations/hpe-switch): Adaptive's HPE Switch integration enables secure, audited access to HPE network switches without sharing credentials. - [ZeroTier](https://adaptive.live/integrations/zerotier): Use Adaptive's ZeroTier integration to provide authenticated, auditable access to your ZeroTier network without sharing credentials. ### SSO Providers - [Okta](https://adaptive.live/integrations/okta): Integrating Okta enables Okta as an identity provider for resource access via Adaptive, allowing you to use your existing Okta authentication to manage how users access resources. - [Azure Active Directory](https://adaptive.live/integrations/azure-active-directory): Use Azure Active Directory as an identity provider with Adaptive to enable SSO-based access control across all your infrastructure resources. - [Google SSO](https://adaptive.live/integrations/google-sso): Adaptive's Google SSO integration enables using Google Workspace as your identity provider for seamless, authenticated access to all connected resources. - [JumpCloud](https://adaptive.live/integrations/jumpcloud): Use JumpCloud as an identity provider with Adaptive to centralize access control and enable SSO-based authentication for your infrastructure. - [OneLogin](https://adaptive.live/integrations/onelogin): Adaptive's OneLogin integration enables using OneLogin as your identity provider for SSO-based access to all your connected infrastructure resources. - [LDAP](https://adaptive.live/integrations/ldap): Use Adaptive's LDAP integration to connect your directory service as an identity provider, enabling centralized authentication and access control. ### Web Services - [Grafana](https://adaptive.live/integrations/grafana): Use Adaptive's Grafana integration to provide authenticated, auditable access to your Grafana dashboards without sharing credentials. - [Prometheus](https://adaptive.live/integrations/prometheus): Adaptive's Prometheus integration enables secure, credential-free access to your monitoring infrastructure with full audit trails. - [Jenkins](https://adaptive.live/integrations/jenkins): Use Adaptive to provide authenticated, auditable access to Jenkins without sharing credentials or API tokens. - [Gitlab](https://adaptive.live/integrations/gitlab): Adaptive's GitLab integration enables secure, audited access to your GitLab instance without sharing credentials. - [Kibana](https://adaptive.live/integrations/kibana): Use Adaptive's Kibana integration to provide authenticated, auditable access to your Kibana dashboards without sharing credentials. - [Kafka](https://adaptive.live/integrations/kafka): Use Adaptive's Kafka integration to provide authenticated, auditable access to your queue without sharing credentials, eliminating the need to distribute credentials directly to users. - [Confluent Cloud](https://adaptive.live/integrations/confluent-cloud): Adaptive's Confluent Cloud integration enables secure, credential-free access to your managed Kafka clusters with full audit trails. - [RabbitMQ](https://adaptive.live/integrations/rabbitmq): Use Adaptive's RabbitMQ integration to provide authenticated, auditable access to your message broker without sharing credentials. - [MinIO](https://adaptive.live/integrations/minio): Adaptive's MinIO integration enables secure, credential-free access to your S3-compatible object storage with full audit trails. - [Airflow](https://adaptive.live/integrations/airflow): Use Adaptive's Apache Airflow integration to provide authenticated, auditable access to your workflow orchestration platform without sharing credentials. - [Docker Registry](https://adaptive.live/integrations/docker-registry): Adaptive's Docker Registry integration enables secure, credential-free access to your container registry with full audit trails. - [OpenAI](https://adaptive.live/integrations/open-ai): Use Adaptive's OpenAI integration to provide authenticated, auditable access to OpenAI API keys without exposing credentials to developers. ### Logging & Monitoring - [Datadog](https://adaptive.live/integrations/datadog): Use Adaptive's Datadog integration to stream and store all events and audit logs from Adaptive directly in your Datadog account for centralized monitoring and analysis. - [Splunk](https://adaptive.live/integrations/splunk): Send Adaptive Activity Logs to your Splunk Instance for centralized monitoring and analysis of all access events. - [AWS CloudWatch](https://adaptive.live/integrations/aws-cloudwatch): Use Adaptive's AWS CloudWatch integration to stream access logs and audit events from Adaptive to CloudWatch for centralized monitoring. - [Coralogix](https://adaptive.live/integrations/coralogix): Adaptive's Coralogix integration enables streaming of all access events and audit logs to Coralogix for centralized analysis and alerting. - [Syslog](https://adaptive.live/integrations/syslog): Use Adaptive's Syslog integration to forward access logs and audit events to any syslog-compatible destination. ### Data Warehouses - [Redshift](https://adaptive.live/integrations/redshift): Use Adaptive's Redshift integration to provide authenticated, auditable access to your Amazon Redshift data warehouse without sharing credentials. - [Amazon Redshift](https://adaptive.live/integrations/amazon-redshift): Use Adaptive's Amazon Redshift integration to provide authenticated, auditable access to your Redshift data warehouse without sharing credentials. - [Amazon Athena](https://adaptive.live/integrations/amazon-athena): Adaptive's Amazon Athena integration enables authenticated, auditable, serverless query access to your S3 data lake without sharing credentials. - [Amazon Glue](https://adaptive.live/integrations/amazon-glue): Adaptive's AWS Glue integration provides authenticated, auditable access to your data catalog and ETL pipelines without directly sharing credentials. - [Amazon QLDB](https://adaptive.live/integrations/amazon-qldb): Adaptive's Amazon QLDB integration enables authenticated, auditable access to your ledger database without sharing credentials. - [Snowflake](https://adaptive.live/integrations/snowflake): Use Adaptive's Snowflake integration to provide authenticated, auditable access to your Snowflake data warehouse without directly sharing credentials. - [Databricks](https://adaptive.live/integrations/databricks): Adaptive's Databricks integration enables secure, credential-free access to your Databricks workspace with full audit trails. - [Google BigQuery](https://adaptive.live/integrations/google-bigquery): Use Adaptive's Google BigQuery integration to provide authenticated, auditable access to your data warehouse without sharing credentials. - [Starburst](https://adaptive.live/integrations/starburst): Adaptive's Starburst integration enables secure, credential-free access to your query engine with full audit trails. - [Azure Synapse](https://adaptive.live/integrations/azure-synapse): Use Adaptive's Azure Synapse integration to provide authenticated, auditable access to your analytics service without sharing credentials. - [AWS S3](https://adaptive.live/integrations/aws-s3): Adaptive's AWS S3 integration enables secure, credential-free access to your S3 buckets with full audit trails and Just-in-Time access provisioning. ### Collaboration - [Slack](https://adaptive.live/integrations/slack): Use Adaptive's Slack App to create request approval flows for your endpoints, enabling teams to manage access requests directly through Slack with approval notifications in designated channels. - [Microsoft Teams](https://adaptive.live/integrations/msteams): Adaptive's Microsoft Teams integration enables managing access request approvals directly within Teams, with notifications sent to designated channels. - [Jira](https://adaptive.live/integrations/jira-integration): Use Adaptive's Jira integration to connect your ticket management workflow, enabling access request tracking and approval directly within Jira. - [GitHub](https://adaptive.live/integrations/github-integration): Use Adaptive's GitHub integration to connect your GitHub account for workflow automation and issue tracking within Adaptive. - [Linear](https://adaptive.live/integrations/linear): Adaptive's Linear integration enables connecting your project management workflow for access request tracking and approval within Linear. - [Asana](https://adaptive.live/integrations/asana): Use Adaptive's Asana integration to connect your project management workflow for access request tracking and approval. - [Freshservice](https://adaptive.live/integrations/freshservice): Adaptive's Freshservice integration enables ticket-based access request management, allowing teams to handle Just-in-Time access requests through their ITSM workflow. - [Zoom](https://adaptive.live/integrations/zoom): Use Adaptive's Zoom integration to provide authenticated, auditable access to Zoom resources without sharing credentials. ## Comparisons Source: https://adaptive.live/compare The website includes comparisons with StrongDM and Teleport, discussing infrastructure access, deployment, authorization, and data protection. - [Adaptive vs. StrongDM](https://adaptive.live/compare/strongdm) - [Adaptive vs. Teleport](https://adaptive.live/compare/teleport) ## Company & Resources Company: Adaptive Automation Technologies, Inc. Product and website name: Adaptive. - [About Adaptive](https://adaptive.live/about): Company background and team. - [Blog](https://adaptive.live/blog): Articles on access management, identity, data security, infrastructure, and AI agents. - [Careers](https://adaptive.live/careers): Careers and applications. - [Partners](https://adaptive.live/partners): Partner program and collaboration. ## Legal & Discovery - [Website Text Index](https://adaptive.live/llms.txt): Concise overview and canonical page links. - [Privacy Policy](https://adaptive.live/privacy-policy) - [Terms and Conditions](https://adaptive.live/terms-and-conditions) - [End User License Agreement](https://adaptive.live/eula) - [Sitemap](https://adaptive.live/sitemap.xml): Index of website sitemaps. - [Blog Sitemap](https://adaptive.live/server-sitemap.xml): Published blog URLs. ## Citation Guidance Use https://adaptive.live/ for the company overview. Cite the relevant product, platform, integration, pricing, or use-case page for specific details. Use the current pricing page for commercial terms and the security page for audit and security statements.