Models decide.
Exogram determines what
they're allowed to decide.
The admissibility layer for autonomous AI. Enforces truth, detects contradictions, and constrains judgment to verified reality — across every model.
Works with every AI you already use
OpenAI · Anthropic · Gemini · Copilot · Perplexity · Local Models
The Actual Problem
AI has a truth problem.
Most AI failures are invisible. An AI answers confidently. You trust it. Later, you discover it contradicted itself, hallucinated context, or quietly changed its answer.
Nothing crashed. Nothing alerted you. The system "worked." This is how companies lose money, credibility, and compliance — silently.
Without Exogram
AI says X → Later says not-X → No alert → Decision made on false information → Liability accrues silently
With Exogram
AI says X → Later says not-X → Conflict detected → Human resolves → Truth preserved → Decision is defensible
This is not a model problem.
It is a missing infrastructure layer.
Conflict Detection
Query Latency
Encryption
Auditability
The Admissibility Layer for AI Decisions
Exogram sits between AI reasoning and AI action. It doesn't generate outputs — it governs them. Courts don't decide outcomes randomly. They determine what evidence is admissible. Exogram does this for AI.
Truth Ledger
Versioned, timestamped, source-attributed facts. No silent overwrites.
Constraint Engine
Lockable rules that no model can violate. Policy becomes executable law.
Conflict Detection
Contradictions are flagged immediately. No guessing. No silent merge.
Provenance Registry
Every fact is source-bound. You always know where information came from.
Temporal Tracking
Facts have time boundaries. Expired context is explicitly marked, not silently reused.
Audit System
Immutable, hash-chained event log. Every mutation is attributable and exportable.
PII Air Gap
SSN, email, phone, credentials scrubbed before storage. Blocked data is never persisted.
Multi-LLM Consistency
One truth layer shared across ChatGPT, Claude, Gemini, and every model you use.
Four Steps to Governed AI
Connect
Exogram integrates via browser extension, API, or native plugin. No model lock-in. No workflow rewrite. Install and go.
Record
Only explicit statements become ledger entries. Every entry is versioned, timestamped, and sourced. No inference. No guessing.
Detect
When any AI output conflicts with recorded truth, Exogram flags it immediately. Contradictions cannot pass silently.
Enforce
Critical facts become constraints. Constraints cannot be violated by any model, any user, or any agent. Policy becomes law.
17 Possible Outcomes.
Exogram Eliminates the Invalid Ones.
When an autonomous agent faces multiple possible actions, Exogram doesn't pick the winner. It removes every option that violates truth, constraints, scope, provenance, or temporal state.
17
Model proposes
-14
Exogram filters
3
Admissible remain
9 violated constraints — gone. 3 relied on missing facts — blocked. 2 contradicted verified state — rejected. The model may now choose among the 3 that survive.
Deterministic Yes
Only one admissible option remains. The answer is certain.
Deterministic No
All options violate constraints. No action is permitted.
Indeterminate
Required context is missing. Decision blocked until resolved.
Who This Is For
Built for everyone who depends on AI being right.
Developers
Lock architectural decisions as constraints. Prevent regression loops. Govern autonomous agents across sessions.
Platform Teams
One truth layer across every LLM vendor. Policy unification. RAG integrity. Versioned knowledge control.
Product Managers
Stop AI from promising features that don't exist, contradicting your roadmap, or hallucinating commitments.
Security Teams
Enforce token lifetimes, access control invariants, and PII blocking as non-bypassable architectural constraints.
Compliance & Legal
GDPR enforcement, audit trace export, deletion tracking, and non-repudiation logging — all executable, not manual.
Enterprise Leadership
Defensible AI deployment. Agent accountability. Governance you can show to regulators and boards.
Join the Waitlist
Be first to govern your AI. Limited spots available.
No spam. Unsubscribe anytime. We respect your inbox.