TRUSCOR
Had an AI incident? Get rated
Independent AI financial risk rating

Know what your AI could cost before anyone has to trust it.

TRUSCOR tests your AI from the inside and writes the Financial Risk Report insurers, lenders, investors and buyers ask for. SOVA Black Box records what it does after launch.

What changed

AI stopped answering

and started acting.

Agents now move money, change records and write to customers. Every action reaches a system someone else depends on.

“Right now, the only people testing the safety of AI are the very organisations developing it.”
Rishi Sunak, UK Prime Minister Speech on AI, Royal Society · 26 Oct 2023 Source ↗

Public remarks, quoted for context. None of these people or organisations endorse TRUSCOR.

Research and open source

Proof, in public.

Our research and code are open, so anyone can check them. SOVA OSS is Apache-2.0 and pre-alpha.

10/10 vs 0/10

Our recorder captures the page state that actually existed. A common fixed-wait approach recorded a state that never existed, every time.

Source: preprint · link pending
8 of 8

Recovery scenarios with zero false successes. The record never claims something happened that didn’t.

Source: preprint · link pending
144/144

Labels matched in our published evidence studies, alongside 120 of 120 and 96 of 96, with zero incomplete traces accepted as reproduced.

Source: preprint · link pending
50,000

Events in signed traces, verified independently in two programming languages.

Source: preprint · link pending
Open preprint · August 2026 · CC BY 4.0 · Negative results included
The technology

Seven parts, one record.

Every part measures, tests, records, attributes, rates or supplies data. None of them blocks, approves, fixes, certifies or insures.

The SOVA stackHow the seven parts fit
SOVA Engine Rating team · licensed pentest and security firms

The testing engine. It attacks, UI-tests and stress-tests an AI product, judges it, and writes everything as .sova evidence.

Available
TAFAAR TRUSCOR only · never licensed

The risk-grading engine. It turns evidence into the TRUSCOR Rating (300–900), the Estimated Financial Exposure and a risk map across rules and regulations.

Available
SOVA Black Box Companies running AI in production · OEM partners

The 24x7 recorder. It logs every action and failure of a live AI system, signed and checked against effect, so fault can be proven later, in court if needed.

Available
.sova format Developers, auditors, insurers, courts

The evidence format. A signed, tamper-evident record of what an AI was shown, what it did and what changed.

Available
SOVA OSS Developers, security researchers, students

The free, open-source toolkit for AI security: the format, an engine you can customise, an arena for clashing agents, and a registry of vulnerabilities and tests.

Available
O.W.L SOVA Engine and Black Box · licensed measurers

The measurement instrument: TRUSCOR’s hands and eyes on real computers. It operates test environments, observes what really happened against what the AI claimed, records signed evidence and replays findings.

Available
The TRUSCOR corpus Insurers, reinsurers, regulators, risk teams

What AI systems actually did, how they failed and what it cost, de-identified and consented.

Being built
Being built = the TRUSCOR corpus and its data products, which grow with every consented rating.
Supported by

Programmes and ecosystem

NVIDIA Inception
Microsoft for Startups
AWS Activate
T-Hub / Google
GitHub for Startups
Razorpay Rize
YNOS (IIT Madras Research Park)
Build3
Scaler Innovation Lab
WISE Tech / SPJIMR
Future AGI
HYKR
Times of India AI Quotient

Programme and ecosystem relationships: access, credits, mentors and introductions. They are not equity investors.

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