Mandate
AI has crossed into critical infrastructure. When behavior deviates—whether subtle drift or high-impact failure—organizations need defensible records, not anecdotes. FUORI's mandate is simple: turn real-world interactions into casefiles with provenance, integrity proofs, and a neutral verdict path.
Verify
Redact sensitive data, classify behavior, and hash each record; optionally anchor a receipt on Base.
Quantify
Translate drift into measurable impact—time, revenue, SLA variance—with transparent calculators.
Share
Export a provider-ready packet or a de-identified summary for audits and insurance (beta).
Claims-ready reports (private beta)
Compile evidence, timelines, and citations into provider-specific requests. Even without credits or refunds, you retain a verifiable record for audits and risk teams.
Verification Standard
Verification Levels
Scope of Review
We focus on observable, reproducible gaps between system behavior and intended outcomes, stated policy, product spec, or safety constraints—no anthropomorphism, just evidence.
Stakeholders
Individuals
When an assistant wastes time or causes harm, keep a defensible record.
Teams
Production drift tracking with exportable evidence for post-incident reviews.
Insurers
Labeled loss data to price emerging AI risk.
Researchers
De-identified, verified behavior records for studying failure modes.
Model Context Protocol
Query and integrate with FUORI from MCP-aware clients.
- • Read-only archive queries (public endpoints, limited)
- • Developer previews for detection/attestation tooling (closed beta)
- • Selective disclosure links; PII-safe by default
The AEGNTIC ae-co-system
Computational amplification to build, run, and improve FUORI.
AEGNTIC orchestrates swarms of agents to move work from spec → code → tests → docs → ops. It retrieves the right context at the right time (UNLTD framework), explores implementations in parallel, and converges on the best working system—safely and repeatably.
Restaked Validation
Independent operators re-check evidence bundles, replicate tests, and sign a shared verdict. Dishonest or non-participating actors can be penalized; honest work is rewarded. Verdicts are portable and easy for auditors to verify—without trusting FUORI as a single point of truth.
- • Independent operator set
- • Quorum-based verdicts
- • Challenge and transparency mechanisms
Assurance & Privacy
- • Open provenance: aligned with Content Credentials (C2PA).
- • Tamper-evident integrity: cryptographic receipts for each record.
- • Selective disclosure: expose only the fields you choose.
- • Compliance-aware: we assist with evidence; no legal advice.
Be first to know
Private beta rolls out soon. Drop your email to get an invite and occasional progress notes.