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    Gaincontrol
    AI Agent Security Platform

    AI agents are
    out of control.

    Gaincontrol gives enterprises complete visibility, identity governance, and deterministic execution across every autonomous AI agent in your environment.

    Book a demo

    Simulated fleet

    30NORMAL
    00SCANNING
    00FLAGGED
    00BLOCKED

    Discover. Authorize. Control.

    Three products, one control plane. Each works standalone; together they close every gap in your AI agent security posture.

    QuinAgent-147 flagged: prompt injection attempt in customer-service pipelineAegisOver-privileged identity detected: billing-agent holds write access to prod DBDronaRuntime block: cloud-ops agent attempted SSH to non-contract hostQuinNew agent discovered: code-review-bot v2.1, unregistered and unscannedAegisPolicy violation: data-ingestion agent accessed user PII outside permitted scopeDronaExecution contract enforced: 47 actions validated, 1 blocked and loggedQuinSupply chain alert: dependency agent uses model version with known jailbreakQuinAgent-147 flagged: prompt injection attempt in customer-service pipelineAegisOver-privileged identity detected: billing-agent holds write access to prod DBDronaRuntime block: cloud-ops agent attempted SSH to non-contract hostQuinNew agent discovered: code-review-bot v2.1, unregistered and unscannedAegisPolicy violation: data-ingestion agent accessed user PII outside permitted scopeDronaExecution contract enforced: 47 actions validated, 1 blocked and loggedQuinSupply chain alert: dependency agent uses model version with known jailbreak

    Aligned With

    NIST AI RMF

    AI Risk Management Framework

    MITRE ATLAS

    Adversarial Threat Landscape for AI Systems

    OWASP LLM Top 10

    LLM Application Security Risks

    The scale of the problem

    40%

    of enterprise apps will feature task-specific AI agents by 2026, up from under 5% in 2025

    Gartner, Aug 2025
    82%

    of organizations found an AI agent or workflow that security/IT didn't know existed

    Cloud Security Alliance & Token Security, 2026
    97%

    of non-human identities carry excessive privileges

    Entro Security, 2025 State of NHI Report
    $4.63M

    average cost of a breach involving shadow AI, vs. $4.44M baseline

    IBM Cost of a Data Breach, 2025

    The enterprise is going agentic.
    Most organizations aren't ready.

    AI agents don't just assist. They read files, write code, call APIs, move money, and make decisions. The gap between their capability and the controls around them is the defining security challenge of this decade.

    Ungoverned agent

    1. Quin · Discover

      You can't secure what you can't see.

      Scans source and runtime for every agent in the environment, registered or not.

      Intercepts · Shadow agents

      Learn about Quin

    2. Aegis · Authorize

      Every agent inherits someone's trust.

      Issues scoped, verifiable identity and denies every action until it's authorized.

      Intercepts · Standing privilege

      Learn about Aegis

    3. Drona · Control

      Probabilistic reasoning, deterministic outcomes.

      Validates every action against the workflow contract before it reaches production.

      Intercepts · Out-of-scope actions

      Learn about Drona
      Verified action

    What changes when you deploy Gaincontrol.

    Same three failure modes, mapped to what actually happens on each side.

    Visibility
    		WithoutShadow agents nobody registeredWith GaincontrolEvery agent scanned, source and runtime
    Access
    		WithoutShared accounts, standing permissionsWith GaincontrolScoped identity, least privilege at runtime
    Execution
    		WithoutNothing between intent and actionWith GaincontrolEvery action validated against contract

    Common questions.

    Thought Leadership

    • 2026-09-19 · 3 min read

      The Tool Schema Can Lie to You

      A tool schema an agent reads at discovery is a promise, not a contract — nothing in MCP stops a server from serving a different schema by the time that tool is actually called. Checking the call, not the handshake, is what closes the gap.

    • 2026-09-11 · 3 min read

      Deny by Default Isn't a Slogan, It's a Latency Budget

      Authorizing every tool call before it leaves the agent is only as good as what the check costs. The choice between a network hop to a policy service and an in-process check decides whether deny by default survives production.

    • 2026-09-08 · 6 min read

      MCP Governance: The Critical Framework for Secure, Scalable Enterprise Integration

      MCP standardizes how agents reach tools and data, but the protocol itself is not a security boundary. Enterprises need a governance layer across scoping, authorization, credentials, third-party risk, data boundaries, and audit.

    AI governance for the enterprise.
    Built for teams moving fast.

    Talk to our team about how Quin, Aegis, and Drona fit your environment and existing security infrastructure.

    Request a DemoTalk to Sales