Prove Every Decision
Your AI Makes
Your AI is making thousands of decisions you can't see. Exogram creates an unchangeable record of every action—blocking prompt injections, preventing Microsoft AutoGen infinite loops, and stopping LLM double-spends in production before they execute. Drop-in integration for LangChain, AutoGen, CrewAI, or any custom agent harness via REST API or MCP.
Works With Any Agent Stack
Exogram sits underneath your existing agent scaffolding. Your agents do the thinking; Exogram does the deciding.
# 1. Initialize Exogram from exogram import ExogramValidator validator = ExogramValidator(api_key="your_api_key") # 2. Wrap your tools deterministically protected_tool = validator.wrap(tool) # 3. Pass to your agent scaffold as usual agent = create_openai_tools_agent(llm, [protected_tool], prompt)
Intercepts execution loops programmatically. Every tool invocation is automatically validated and approved before execution.
curl -X POST "https://api.exogram.ai/v2/evaluate" \
-H "Authorization: Bearer your_api_key" \
-H "Content-Type: application/json" \
-d '{
"action_type": "database_mutation",
"payload": { "query": "DROP TABLE users" },
"session_id": "session_123"
}'
# Response:
# {"decision": "DENY", "reason": "Unauthorized query"}One lightweight HTTP call. Integrate with custom wrappers, backend endpoints, or proprietary runtimes.
The Architecture Flow
Separating intent from execution to ensure system state integrity.
AI Proposal
Your AI agent plans, decides, and proposes what action or tool to execute next.
Persistent Ledger
Every fact learned is stored as a signed, timestamped entry. Old versions stay visible; nothing is lost.
Action Validation
Before the AI acts, Exogram checks the request, blocking dangerous steps in 0.07ms.
Cryptographic Audit
Every decision is cryptographically signed and chained. Regulators and auditors see complete proof.
Data Disasters
❌ "My AI deleted customer data and I don't know why"
✅ "My AI tried to delete data, Exogram blocked it, and I have the proof"
Budget Burn
❌ "My AI spent $5,000 on API calls in a loop"
✅ "My AI hit a spend limit, Exogram killed the loop, and I have the proof"
Logic Hallucinations
❌ "My AI hallucinated a policy and refunded the wrong orders"
✅ "My AI proposed a bad refund, Exogram flagged it, and I have the proof"
Compliance Gaps
❌ "The auditor asked for proof and I had nothing"
✅ "The auditor asked for proof, I exported the ledger in 30 seconds"
Ready to Secure Your Agents?
Integrate Exogram in less than 5 minutes. Start securing tool calls, tracking state audits, and exploring cognitive dimension knowledge graphs.