Constellation Gate AI
Screen AI traffic, manage usage, and maintain a verifiable request audit trail.
Audit AI agents for unauthorized actions and policy failures

iFixAi evaluates AI agents for behavior that can be missed by task-completion scores alone. Its audit framework examines whether an agent stays within its authority, follows required approvals, respects organizational roles, and produces evidence that can be reviewed. Areas include prompt injection, policy violations, tool use, misleading responses, and other forms of misalignment.
Teams connect an agent through supported GitHub or MCP workflows, then run simulations and review the resulting audit report. Hosted plans vary by the number of agents and audits, while an open-source engine is available for self-hosting with the user's own model keys. The reports provide evidence about tested behavior rather than a guarantee that every future action will be safe.
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