Make intelligence legible before it acts.
Aevion turns agent behavior into something auditable, attestable, and stoppable—with spectral gates, formal proofs, and receipts that survive procurement.
Aevion: Type-2 Proof.
Not just Type-2 Narrative.
While others fuse signals into better-textured guesses, Aevion fuses signals with machine-checked proofs. We don't just simulate; we verify using Koopman spectral gates.
The Black-Box Simulator
- Probabilistic prediction without guarantees.
- "Auditable" logs that are just text traces.
- Heuristic uncertainty filters.
- Opaque latent reasoning loops.
The Verifiable Prover
- VULCAN Optimization: LLM-driven synthesis of JET routing heuristics, compiled to XAL and validated against Koopman spectral gates.
- Proof-Term Integrity: Machine-checkable Lean 4 proof terms verifiable at the edge via a 10MB Pi Sheriff kernel.
- ProofSketcher Caching: Node-level content-hashed obligation storage for rapid local repair loops.
- Koopman Spectral Gate: Runtime dynamic stability checking (ρ < 1.0589) ensuring safety.
Certified Production Systems.
Submission-Ready Logic.
Explore the technical foundations of the Aevion Shield. These briefs detail our operator-theoretic approach to governance and our roadmap for high-stakes defense certification.
TA1 Technical Volume
The core architectural proposal for 'Type-2 Proof' in autonomous agents.
Read Technical Volume →One-Pager: Mission Value
Fast-value story for DoD operators and procurement officers.
Read Brief →Operational Governance Playbook
A deep dive into Koopman spectral methods, dissipativity-guaranteed operators, and the Aevion-JEPA-Genie comparison framework.
"The system must show exactly where certainty ends—and why."
Every Aevion decision is anchored in typed evidence. If the verifier cannot prove the safety of a trajectory, the system halts. No improvising past the boundary.
Request Verification Brief