VERIFIABLE AI SYSTEMS

AI that proves it works.

Cryptographic evidence for every AI decision. Built for defense, healthcare, finance, and legal where compliance demands proof, not promises.

See the Evidence Talk to Us

model llama-3.1-8b-instruct

hash sha256:9f3a..c7e1

tests 3,000+ passed across 6 suites

hallucination 0% (controlled)

trace RAG+CSWR > CQL policy > verified

latency ~10s on RTX 5070 (local)

chain PASS | integrity intact

THE PROBLEM

AI without proof is liability without limits

REGULATORY EXPOSURE

Compliance deadlines are arriving

EU AI Act high-risk requirements land August 2026. Section 1513 of FY2026 NDAA mandates AI security framework integration into CMMC. Fines reach up to 7% of global annual revenue.

HALLUCINATION LIABILITY

Wrong answers carry real consequences

Standard LLMs produce wrong outputs with no audit trail. In regulated industries, a wrong answer is not embarrassing; it is a lawsuit.

THE AUDIT GAP

No vendor can prove "prove it"

No mainstream AI vendor can cryptographically prove their system produced a specific output from a specific model with specific inputs. When regulators or C3PAO assessors ask "prove it," the answer is silence.

THE VERIFICATION STACK

Four layers of cryptographic proof

Every layer tested independently. Every result recorded. Every claim backed by evidence you can verify in our public repositories.

Hash-chain Provenance

IRONROOT

Write-once audit trails with cryptographic integrity for every AI decision. Every input, output, and model version gets a tamper-evident record.

140 tests 5 capability layers 51%+ coverage

Adversarial Stress Testing

AASMS

Red and Blue teams stress-test every component in Docker-isolated sandboxes. Only verified survivors deploy.

6 evolution cycles 0 errors 24 proposals verified

Contradiction Detection

ABES

Entropy scoring and belief auditing that surfaces uncertainty instead of hiding it. 0% hallucination rate in controlled evaluation runs.

822 tests 1,000-prompt eval 14-phase pipeline

Decision Auditing

RLFUSION

Multi-path retrieval with full trace logging for every query. Every decision recorded from input to verified output.

6 test suites 3,000+ tests 100% pass rate ~10s latency

AGGREGATE RESULTS

3,962+ Total tests

0% Hallucination rate

100% Required pass rate

All verification runs on local hardware: RTX 5070 with Llama 3.1 8B and Llama 3.2 via Ollama. No cloud dependency. No data leaves your infrastructure.

The provenance layer generates AI bills of materials with traceable, auditable rationales: the exact characteristics NIST defined for trustworthy AI in critical infrastructure.

INDUSTRIES