Repair the model.
Prove nothing else broke.
The only tool that repairs AI models, proves zero damage, and signs every result.
Contact usROME: 2,233 of 6,709 questions broken (answered correctly before, not after), 21 repaired, 14 already correct and left alone, 4,441 still wrong.
Probe56: 0 of 6,709 questions broken (answered correctly before, not after), 839 repaired, 2,247 already correct and left alone, 3,623 still wrong.
Every method on the same 6,709 questions. Violet repaired, green already correct, grey untouched, red broken — a fact the model answered correctly before and no longer does.
repair and certify
Scan any open-weight model. Find exactly where it fails. Repair it with zero collateral damage. Monitor it in real time. Sign every result.
Probe56
AI model health platform
Diagnostic scan across 56 functional elements and 5 dimensions. Targeted repair with zero measured collateral. Ed25519-signed certificate proving model health before and after. Air-gapped. No outbound calls. No customer data required.
Guardian
Deterministic safety classifier
Blocks prompt injections, jailbreaks, and unsafe inputs in under 5ms. Zero GPU. Standalone safety layer. Always on. Deterministic ruleset. Zero false positives.
Gyro
Real-time drift monitor
Monitors every inference at the neuron level. Detects model drift before it reaches production. Confidence score on every answer. Calibrated per deployment. Neuron-level, not output-level.
GI Engine
Cryptographic audit trail
Ed25519-signed, tamper-evident record of every AI action. Live in production. The reference implementation of Verifiable Process Infrastructure.
32% → 70%
32% → 70%
certified
0 damage
3 models certified · ~2,000 repairs · 0 damage. All results independently verified and Ed25519-signed. Full case studies available on request.
Verified against ROME, MEMIT and AlphaEdit — zero collateral on two unrelated models. See the proof →
MEMIT: 177 of 6,709 questions broken (answered correctly before, not after), 1,044 repaired, 2,070 already correct and left alone, 3,418 still wrong.
AlphaEdit: 523 of 6,709 questions broken (answered correctly before, not after), 1,211 repaired, 1,724 already correct and left alone, 3,251 still wrong.
The two methods that score well on general benchmarks, on the same 6,709 questions and the same scale as the panels above. MEMIT broke 177; AlphaEdit broke 523.
environments that cannot afford to be wrong
Healthcare
Data sovereignty is not negotiable and neither is a wrong answer. Model weights and patient prompts never leave your environment.
Finance
Every result is Ed25519-signed and reproducible, which is the form an auditor can act on when asked to show what changed and when.
Government
Runs air-gapped against open-weight models you host yourself — no vendor endpoint, no outbound call, no dependency on our uptime.
Insurance
Claims models move between jurisdictions and must carry their evidence with them. Every repair ships as a signed record of exactly what changed.
HR and employment
Hiring models are a high-risk class under the EU AI Act, where a fix that quietly breaks an unrelated answer is a compliance event.
Aviation and technology
A chatbot's answer has been held to be the company's answer. Failures are found before release and every repair is provable after it.