Fabraix Red Team Playground
Free · Open source
AI security researchers
An AI agent approves a $25,000 invoice because the prompt said to — and by the time a human notices, the wire has cleared. Exogram sits between the agent and the action, enforcing rules before the consequence lands.
$79.17/mo · Free tier: 500 facts, 0 API calls/month, Conflict detection, Knowledge Graph view, Chrome extension, Community support · Checked Jun 11, 2026
Exogram is an execution governance layer that intercepts AI agent actions — payments, database writes, customer emails, record updates — and applies a policy decision before anything hits your infrastructure. The vendor describes a four-way enforcement decision: allow, deny, escalate, or log. Policy rules are checked at runtime, not after the fact, which means a $25,000 invoice approval blocked against a $1,000 limit never reaches your payment system. The immutable audit trail is positioned for SOC 2, HIPAA, and financial compliance workflows. The tool is not itself an agent runner — it assumes you already have an agent; it governs what that agent is allowed to touch.
Bottom line: Use Exogram when your agents already have access to production systems and you need a runtime enforcement boundary; skip it if you are still building the agents themselves and need an orchestration layer first.
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For teams shipping governed AI to production. $950/year (save 20%)
Pay for what you use. Nothing more. $2.50/1K calls
When your agents are running production infrastructure
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Free · Open source
AI security researchers
Freemium
Legal professionals handling confidential cases
AI agents that can write to databases, approve payments, and send customer emails are useful right up until they are not — and the failure is rarely a gentle warning. Exogram is an execution governance layer that positions itself between your AI agents and the systems those agents can mutate. The core workflow is a policy check: an agent proposes an action, Exogram evaluates it against configured business rules and limits, and returns an allow, deny, escalate, or log decision before any state change occurs. Integrations with LangChain, CrewAI, AutoGen, Vercel AI SDK, and LlamaIndex are described on the vendor page, alongside REST API and MCP endpoints for teams not using those frameworks.
The differentiating architecture is what Exogram calls ‘execution governance’ rather than prompt-level filtering. The vendor draws a sharp distinction: a hallucinated prompt response creates confusion, a hallucinated database write or wire transfer creates direct financial liability. By intercepting at the tool-call boundary — the moment an agent actually invokes an external system — Exogram catches consequence-bearing actions that prompt guardrails miss entirely. Escalation paths route blocked actions to a human reviewer rather than silently failing, which means regulated workflows can satisfy approval requirements without building a separate review queue.
The tool fits tightly into FinTech platforms giving agents payment authority, healthcare deployments requiring HIPAA-compliant audit trails, and SaaS providers who need to offer autonomous features to enterprise customers without absorbing their customers’ compliance risk. The vendor also surfaces a Code Analyzer feature described as a risk-check on code before it runs. Where Exogram breaks is scope: it governs action execution, not agent architecture. Teams that need branching logic, memory management, or multi-agent coordination still need a separate orchestration layer — Exogram does not replace that stack, it audits what that stack does.
The vendor describes a live interactive demo environment called ‘Proving Ground’ and an open protocol spec (EAAP, RFC-0001) for teams who want to understand or extend the governance model. API reference documentation and a CLI are listed in the developer section. Self-hosting is not offered; all enforcement runs through Exogram’s infrastructure, which is a consideration for teams whose compliance posture requires data residency control.
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