The Coherence Layer for AI

AI proposes.
AYIOS proves it.

Compiler-verified correctness from your first commit.

10,000+
Automated Tests
Minutes
To First Deploy
One Model
Server · Browser · Node · Python

Fast Is Not the Same as Provable

You ship fast with Cursor and Claude Code. Your code works. Mostly.

Every line your AI writes is a LOSSLine Of Stochastic Source. A guess, not a proof. No formal relationship to your business rules. The code works today. Tomorrow it contradicts a constraint you didn't encode. The day after, a user finds the gap before your tests do.

"Mostly" at scale is a liability. AI-generated code has 1.7× more issues; thousands of vulnerabilities have been found across vibe-coded apps. The problem isn't speed — it's that a guess can't be audited.

AYIOS lets the AI keep proposing at full speed, then proves the model before it runs. The compiler checks it coherent and compliant against the rules you declared; if it can't be proven sound, it never loads.

Your AI works inside an AIDE — an AI-facing development environment with IDE-grade tools to model, check, and refine — so each proposal is checked the moment it's made, not after it ships.

Ship faster AND ship provable. A proof, not a guess.

48 enforced invariants replaced 1,726 scattered rules. In 8 sessions.

A production deployment in water infrastructure — 5,500+ IoT probes, 370,000 records daily — delivered by 1 developer working with AI. The model captures domain knowledge that compounds. Every refinement makes the asset more valuable. The specification appreciates; the application depreciates.

97%
Memory Reduction
88%
Entity Reduction
48
Enforced Invariants
8
Sessions to Deliver

"That's not a spec — that's a moat."

Request a Demo

See AYIOS prove a model before it runs. We'll walk you through a live demonstration.

Or email us at support@ontologylabs.ai

Start Building with Guarantees

No ceremony. No manifesto. Just a spec that enforces itself.