Trust Intelligence Infrastructure
Censio issues the verifiable record of what your AI concluded — calibrated confidence, complete evidence, independent proof — so enterprises can act on AI, and prove it years later.
Developer, enterprise & individual access — waitlist open
MARKS INDICATE TARGET INTEGRATIONS ACROSS A MAPPED ~100-PROVIDER ECOSYSTEM — CAPABILITY, NOT PARTNERSHIP OR ENDORSEMENT · SUBJECT TO LICENSING
01 · What Censio is
Censio issues the record of what an AI concluded — the evidence, the method, the moment — verifiable by anyone, forever. One calibrated confidence score on the surface; the full trust profile, version history and independent proof underneath.
Works above · OpenAI · Anthropic · Google · Meta · Mistral · any model
02 · The stack
Censio is not another model. It is the layer that sits between AI systems and enterprise decisions — measuring trust, issuing the record, proving it forever.
Every AI decision deserves measurable confidence, explainable reasoning and independently verifiable integrity.
03 · The platform
Evidence collection and weighting, source reliability, contradiction detection, calibrated confidence — every score explainable, every methodology versioned and archived.
Every assessment becomes one governed record: claim, confidence, evidence, methodology, timestamp, version history. Machine-readable trust; Censio Certs are its branded rendering.
Independent integrity infrastructure confirms every record existed, unaltered, at a moment in time — without trusting Censio’s word for it. CensioCert™ blockchain anchoring: active partner discussions underway.
Act above your threshold, escalate below it, require review on contradiction. Censio measures — you decide. The record proves both.
04 · The primitive
A certificate is a static document. Trust is dynamic. Every Censio evaluation issues a structured, living record —
The CensioCert™ is the certificate layer of a Trust Object — the document your auditor holds and your counterparty trusts. The API is its machine form; the public verify page its public face. One record, three surfaces.
05 · CensioCert™
Every Trust Object can be issued as a CensioCert™ — the certificate your auditor holds and your counterparty trusts. Grounded in the live evidence network, sealed under TIP, fingerprint-anchored on-chain — and checkable by anyone holding the QR, forever. Each certificate’s fingerprint becomes an immutable, append-only hash record — auditable end to end; blockchain-anchoring partner discussions are ongoing.
CensioCert™ · issued under TIP · grounded in the evidence network · specimen live at censio.io/verify
06 · The protocol
The full life-cycle of a machine-judgment record, published as an open five-layer specification. TIP is Censio’s invention — published as an open specification, with Censio as the first issuer and reference implementation. Specifications can be copied; the issuance history cannot.
Around the constitution run six extension protocols — all Censio inventions, all already operating inside the platform: temporal trust, decision replay, machine warrants, outcome witnessing, evidence custody and cross-issuer federation. Codified as the TIP extension family; full specifications publish progressively.
Published as an open specification · MCP tools map 1:1 onto TIP-4 / TIP-5 · read the full specification → · see it live →
07 · API
Censio is programmable from day one. One integration, and every AI response your systems rely on becomes trust-aware.
08 · MCP
AI is becoming agent-based. The Censio MCP server lets any agent — Claude, Cursor, GPT, anything that speaks MCP — verify claims mid-workflow and act against your thresholds.
09 · In practice
Financial services · compliance
A bank’s AI reviews a supplier. Censio issues the Trust Object — 94% confidence, 52 sources, methodology v3.1, sealed and anchored. Three years later the regulator asks what supported the decision: the bank replays the exact record and proves it independently.
Insurance · claims governance
Claims AI acts only above the insurer’s own confidence threshold; below it, the record routes to review. Contradiction in the evidence flags automatically. The Audit Pack exports objects, proofs and archived methodology in one regulator-ready bundle.
AI agents · MCP
Mid-workflow, an agent calls verify_claim on a market-moving assertion and receives calibrated confidence with cited evidence — not a guess. When the record is superseded, the agent is notified and re-checks.
Procurement & legal · diligence
Ownership, filings, sanctions exposure and litigation history assessed across Tier-1 registers and commercial intelligence — issued as Trust Objects that travel with the contract and stay verifiable for its life.
10 · Autonomy
Evaluation is deliberate. Enforcement is instant. Three primitives take Censio into automated, high-stakes environments — trading systems, claims engines, critical infrastructure — where decisions happen faster than any human review.
Censio Mandates · the time-based decision layer
A Mandate binds a Trust Object to your policy with a validity window and a cryptographic signature. Systems verify it locally in microseconds — no network on the hot path. When the window lapses or the evidence supersedes, the mandate dies on its own.
Protocol: MWCP — Machine Warrant Chain Protocol™
Sentinel SDK · shadow mode
The Sentinel SDK sits beside your application as a shadow layer: every AI-assisted decision quietly leaves a record from day one. When you’re ready, flip to mandate mode and the same layer enforces your thresholds before actions execute.
Protocols: TIP · MWCP™ enforce · CDRP™ records
The Black Box · decision replay
Every decision, its mandate, its record and the evidence as it stood — anchored, frame by frame. Scrub back to any moment, prove what the system knew when it acted, and re-run it under the archived methodology. Replay isn’t a simulation; every frame is provable.
Protocol: CDRP — Chronological Decision Replay Protocol™
11 · Enterprise
A regulator asks what analysis supported a decision made three years ago. "It's in our database" is not an answer — it asks them to trust you. Censio's answer: here is independent proof this exact record existed, unaltered, at that moment.
Built for financial services and insurance first — where auditability of AI-assisted decisions is becoming procurement's first question.
12 · The evidence network
The Trust Intelligence engine is only as strong as the evidence it analyses — so Censio does not simply consume data, it builds an ecosystem of trusted providers, streamed through one endpoint. Every connected source strengthens confidence computation, contradiction detection and the evidence graph behind every Trust Object. The objective is not the most data. It is the most trusted data.
Government registers, regulators, academic research, standards bodies, open knowledge, public news. The foundation of the evidence graph.
Market data, credit & risk, legal intelligence, professional and industry datasets. Coverage and confidence, licensed.
ERP, CRM, cloud, identity and security systems — connected per customer. The highest-value evidence, unique to each enterprise.
The network effect is the moat: more providers improve evidence quality → better evidence strengthens every Trust Object → stronger records attract more enterprises → more enterprises attract more providers. Long-term: certified evidence providers and an evidence marketplace — an ecosystem, not a product.
Target integrations across a mapped ~100-provider ecosystem — capability, not endorsement; subject to licensing. Logos are the property of their owners.
13 · Access
Early access to the API, the MCP server and the sandbox. Build trust-aware applications before public launch.
Certified issuance, audit-trail retention and governance for regulated teams. Financial services and insurance first.
Work beside AI the way you already do — with a grade on every answer you rely on. Check it, act on it, attach the certificate when you need to show your work.
Also of interest: verified data providers · verification ecosystem