AI is moving from drafting text to making decisions, in exactly the industries that cannot accept an unprovable one. Corvair is the governed knowledge layer beneath people and agents alike, and the cryptographic proof, a Validity Warrant, wrapped around every answer and every decision. The same grounded base, the same signed record, whether a person or an agent decides.
Three curves are crossing at once, and they point at the same missing layer.
The value, and the liability, moves from the text an assistant writes to the decision it takes. A decision an institution cannot defend is one it cannot let an agent make.
Model risk and AI governance rules turn an unprovable answer into a reportable risk. In banking, an answer without provenance is a finding waiting to happen.
They return fluent text with no proof the search was comprehensive, the documents current, or the answer grounded. As the stakes rise, that gap widens.
Every desk wants a copilot. In a regulated decision, six things must be true before it can ship, and a general-purpose copilot clears few of them.
| What a regulated decision needs | Generic copilot | Corvair |
|---|---|---|
| Provenance on every answer | cancel | check_circle |
| Proof the sources were current | cancel | check_circle |
| Grounded in the base, not invented | remove | check_circle |
| A signed, replayable audit trail | cancel | check_circle |
| Data kept in residency, on-premises if needed | remove | check_circle |
| Defence against prompt injection | remove | check_circle |
Illustrative. A check is a built-in capability; a dash is partial or configuration-dependent; a cross is absent by design.
Regulatory fines and enforcement, model-risk and audit findings, reputational damage, and data leakage. Until an answer can be proven, the safe decision is no, so the pilot stalls in procurement, risk, and compliance, and the budget never converts.
General-purpose copilots, such as Microsoft 365 Copilot, optimise for breadth and drafting across the productivity suite. They are not built to prove an answer was complete, current, and grounded, nor to issue a warrant on a decision, which is exactly what a regulated workflow requires. The demand is for proof; they ship plausibility.
DocuSign made a signature provable and binding, and became the system of record for agreements. Corvair makes a decision provable and defensible: one governed base that people and agents share, and a Validity Warrant sealed around every answer that records what was known, who or what decided, and under what authority, then signs it.
Licensed expertise, the institution's own content, vetted external sources, and personal files, unified, trust-scored, and kept current beneath both people and agents.
Every answer carries a signed, timestamped warrant: the question, the knowledge as of a moment, the reasoning, the authority, and the signature. Replayable, exportable, regulator-ready.
The same base, reached the same way and governed the same way, whether a relationship manager or an autonomous agent acts. Proof does not care which.
The beachhead is regulated knowledge work, beginning with banking, where decisions are already governed by people whose job is to defend them. The first catalogue is six prebuilt banking domains, each a virtual expert on the same substrate.
Primary: large, highly regulated enterprises and the public sector, starting with banking. Secondary: mid-size enterprises in the same industries. Organisations that already govern their decisions, and already pay to defend them.
Land initial proof customers in Singapore and the UAE, two hubs with strong regulators and a sovereignty mandate, then expand to the United States. The same substrate and packaging carry to each market.
A worked example of what a partner ships as a prebuilt virtual expert, ready on day one.
Plus licensed reference databases (portfolio models, structured-product payoff matrices, fiduciary playbooks mapped to Reg BI, FINRA 2111, and MiFID II, EDD checklists, and cross-border tax guides) and how-to guides, authored by a named partner and trust-scored and versioned by Corvair.
The institution licenses the platform and its virtual expert, subscribes to the domain content it needs, and pays for use as people and agents put it to work. Pricing is the company's own, direct from Corvair.
A seat is a person or an agent. As an institution automates, it buys seats for its agents, so the seat count grows with adoption rather than headcount.
Adding a licensed domain content pack is a licensing decision, not a redeployment. The catalogue compounds, and each domain is a co-branded, royalty-bearing subscription that Corvair shares.
Stand up additional governed bases, custom-built from the institution's own content or seeded from a licensed domain virtual expert. Each base is its own licence, scoped and warranted in its own right.
Agent queries and warrants are metered, so revenue scales directly with how much the institution lets AI decide, and how much of it must be provable.
The defensibility is not a single feature but a stack that is hard to retrofit and compounds with every partner and institution.
Signed, replayable, and exportable to a regulator. It cannot be bolted onto a copilot that was never grounded or governed.
Governance and separation of duties are the product, and the risk, compliance, and audit leaders who need them are who sign the cheque.
Package expertise once as a recipe and hydrate it anywhere. This is what turns knowledge into a product and powers a partner marketplace.
As decisions shift to agents, Corvair already treats an agent as a seat and warrants its decisions. The platform is built for the moment the market is entering.
Runs in their cloud or on-premises; platform, data, and audit trail never leave. That clears procurement and security in regulated firms.
Every domain pack a partner ships makes the platform more useful to the next institution, and every institution makes the platform more attractive to the next partner.
Every partner pack makes the platform more useful to the next institution, and every institution makes it more attractive to the next partner.
Beneath the Validity Warrant sits a patent-pending architecture for governed, auditable AI reasoning, the Cognitive Substrate Architecture. The warrant is its first commercial expression in this product; the same invention can govern and prove AI decisions well beyond it.
Filed November 2025, with 14 claims across system and method, covering the governed-reasoning architecture and the machine-readable audit trail that makes a decision provable and replayable.
Here the IP appears as the Validity Warrant on a knowledge answer. The same architecture can govern any AI reasoning and wrap third-party models, so the addressable surface is far larger than one product.
The approach maps to the EU AI Act, the NIST AI Risk Management Framework, GDPR Article 22, and ISO/IEC 42001, the frameworks enterprises and regulators already hold AI to.
Provable, governed AI is not a feature we added. It is the problem our founder has spent a career on, in enterprise data and regulated financial services, and has put into patents and a book.
A thought leader on agentic AI and the governance it demands, with 35 years in enterprise data and AI, including as Teradata's Field CTO for APJ and Global Emerging Markets, and a graduate of the NUS Chief Strategy Officer programme.
This preview is built on a complete functional and technical design, with interactive prototypes you can click through today.
As people and agents decide together inside regulated institutions, every decision will need to be grounded, governed, and provable. Corvair is the layer that makes it so.
