TRUSCOR
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The data behind a CIBIL score for AI risk.

TRUSCOR is building the world’s first AI failure corpus by rating AI systems and recording what they actually do. Today the corpus is empty. It grows with every rating.

Corpus · step 1 of 6

TRUSCOR ratings

Exposure data: what can go wrong in a real system. A rating can be copied in a quarter. A failure corpus started years earlier cannot.

Corpus · step 2 of 6

SOVA Black Box

Behaviour data: what systems actually did in production.

Corpus · step 3 of 6

Forensics and questionnaires

Loss data: what went wrong and what it cost.

Corpus · step 4 of 6

Broker and insurer data products

Evidence that the corpus is useful to brokers and insurers.

Corpus · step 5 of 6

A published standard · Year 4+

A standard built on what the corpus shows.

Corpus · step 6 of 6

A future, separate subsidiary · after 30 observed loss pairs

A future, separate subsidiary that may manage an AI insurance pool for a fee.

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Roadmap

India first, then the world.

India’s regulators and courts created concrete, dated demand in 2026, a full year before the EU’s high-risk duties: CERT-In’s advisory, RBI’s draft, NPCI’s pause and the Supreme Court’s Part B ruling.

In place Available
Everything a rating, a record and an investigation needs, in use today.
·O.W.L containment proof on every run ·Effect-verified SOVA Black Box recording, neutral custody and escrow ·Court-ready exports (BSA s.63, FRE 902) and the discovery-and-cure ledger ·Fault-finding by replay and the evidence freezer ·Self-expiring ratings, the statistical grading protocol and verifiable scoring ·Test-vs-production gap, production-calibrated fault injection and the reconstructability measure ·Oversight drills and shared vendor validation for Indian lenders ·Guardrail and AARM effect tests, tool and skill ratings, claim re-verification ·Mandate-fidelity tests, agent payment evidence, canaries and memory records ·Claimed and observed layers, the incident profile and ISO/IEC 24970 mapping in .sova
Driven by · Supreme Court Part B ruling (22 May 2026); RBI draft (Jun 2026); CERT-In advisory (15 Oct 2026); EU Product Liability Directive; Texas TRAIGA; Colorado and New York
The corpus Being built
De-identified and consented. It grows with every rating and recording, and feeds the data products.
·The TRUSCOR corpus: what AI systems did, how they failed and what it cost ·SOVA Threat Intelligence Feed ·India AI Incident Index ·Failure rates with denominators ·Dependency map ·AI system history reports ·AI event designation
Driven by · 2,369 US insurance exclusion records; reinsurers’ concentration on a few foundation models; EU Art. 72 monitoring template
Later Coming soon
Two capabilities that follow the sector mandates which create them.
·Sector test batteries: child-safety audits for companion chatbots, AI-labelling conformance, India’s TEC 57050 fairness standard, a security “crash test” of AI app builders, healthcare-pilot outcomes, autonomy-readiness exams and a collusion-propensity index for pricing agents ·Robot event recorder: SOVA Black Box for AI-driven machines
Driven by · EU Machinery Regulation (20 Jan 2027); EU Annex I duties (2 Aug 2028); California SB 1119 audits (1 Jan 2029)
India first · the sequence
1Attest O.W.L containment.
2Ship SOVA Black Box exports a Part B expert can sign.
3Open the lender validation utility, with drift retests and oversight drills, ahead of RBI’s final circular.
4Take insurance-exclusion disputes as the first forensic engagements.
Dated demand
22 May 2026 India’s Supreme Court rules that a proven private cyber-forensics expert may sign the BSA s.63 Part B certificate.
Jun 2026 RBI’s draft makes every lender validate vendor AI “regardless of any certification the vendor provides”.
15 Oct 2026 CERT-In’s advisory describes AI agents that broke out of testing into live systems, and says it will work with evaluation agencies.
9 Dec 2026 The EU Product Liability Directive applies. Failing to disclose evidence can create a presumption of defect.
1 Jan 2027 Colorado’s AI duties begin, with New York alongside.
20 Jan 2027 The EU Machinery Regulation covers AI safety functions.
2 Sep 2027 The EU Art. 72 post-market monitoring template.
2 Dec 2027 EU high-risk duties.
2 Aug 2028 EU Annex I duties.
1 Jan 2029 California SB 1119 audits.
The long-term moat

A rating can be copied in a quarter. A failure corpus cannot.

Every damaging technology eventually needed a rating, a record and a price. TRUSCOR builds the first two now: the TRUSCOR Rating and SOVA Black Box. Pricing comes from the corpus.

The SOVA stackHighlighted: the parts behind this page
Ratings and packages Every engagement ends in a score

₹35,000–95,000 per orchestration; Deal-Ready, Portfolio Assurance and Production Assurance packages from ₹2.93 lakh.

Available
SOVA Black Box subscriptions Client-controlled keys and retention

₹12,000/month plus setup; Enterprise ₹1.5 lakh/month from Month 12.

Available
Technology licensing Fixed fees · no rating advantage

SOVA Engine Licence and White-label, Black Box OEM, SDK, Attack Library, Threat Feed, Conformance Test and O.W.L, under fixed fees with no rating advantage.

Available
Data products The TRUSCOR corpus

Data licences and subscriptions to insurers, reinsurers, catastrophe modellers, regulators and bank risk teams, at fixed fees. Named data never leaves without consent.

Being built
Failure rates with denominators The TRUSCOR corpus

Failure rates per 1,000 consequential actions, by agent class, version and autonomy level, from consented Black Box and SOVA data.

Being built
Dependency map The TRUSCOR corpus

Which AI systems really depend on which models and frameworks, observed from fingerprints and aggregated: the model-exposure schedule reinsurers need.

Being built
AI event designation The TRUSCOR corpus

After an upstream model change or failure, a consented panel is retested and the event’s footprint published, so reinsurance contracts can define an “AI event”.

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

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