Early access — now onboarding pilot institutions
Financial findings, cross-examined before they reach you.
Elenchus is an autonomous forensic platform that scans your financial systems read-only and puts every anomaly through adversarial AI (artificial intelligence) debate — so what lands on your desk is worth your time.
What Elenchus does
Autonomous forensic scanning
Elenchus connects to your financial systems read-only — fund AND commercial accounting, payroll, procurement, financial aid — and scans them the way LiDAR (light detection and ranging) sweeps terrain: methodically, repeatedly, in full. Most platforms handle one accounting model; Elenchus supports both from day one.
Screen recording of the Elenchus prototype mid-scan: findings stream into the feed with confidence scores as agents evaluate markers, evidence chains seal to the archive, and the Adversarial Tribunal deliberates in the progress rail. Fictional demonstration data.
The Adversarial Tribunal
Findings that survive an argument
Anomaly tools drown teams in false positives. Elenchus argues every finding first — the Advocate prosecutes, the Skeptic defends, the Forensic Quant re-runs the numbers, the Regulatory Eye checks the rules, and the Polymath breaks ties. Most flags are dismissed in that room. What reaches your queue has already survived cross-examination.
Screen recording of the Elenchus prototype's Adversarial Tribunal deliberating live: six AI agents exchange transcript turns over twenty-one findings across three rounds, with per-agent turn counts. Beside the recording, a legend introduces the six agents and their roles. Fictional demonstration data.
Court-grade evidence
Every finding carries its chain
Each finding ships with a SHA-256 (Secure Hash Algorithm, 256-bit) tamper-evident evidence chain and a five-dimension scheme narrative: how it worked, who was involved, what data shows it, the time span, and the dollar exposure.
Illustrative animation: five evidence blocks — how, who, what data, time span, and dollar exposure — link into a tamper-evident hash chain and verify; on alternating loops one block is altered, the downstream links break red with a tamper-detected warning, and the chain rebuilds. Fictional demonstration hashes.
Built, not promised
The product behind the pitch.
These are working screens from the Elenchus prototype — the same platform pilot institutions will run. Findings, entities, and people shown are fictional demonstration data; the software is not.
See a full scan, start to sealed verdict
Two minutes: connect sources, sweep every record, watch the Tribunal argue the findings, and walk out with a verified evidence chain.
Watch the sweep happen
Agents run the marker library against every record — not a sample — and findings stream into the feed with confidence scores as they land. No spinners, no black box: you watch the work.
Six agents, on the record
Every finding is argued before it reaches you — and the full deliberation is preserved. Rounds are sealed, verdicts carry the transcript, and the evidence chain is verified end to end.
Where the investigation lands
Findings ranked by confidence, evidence rendered as flow — who approved what, through which cost center — with dollar exposure and the tamper-evident chain one glance away.
Founder-led early access
Undetected is not the same as absent.
The Association of Certified Fraud Examiners estimates organizations lose about 5% of revenue to fraud each year. That loss does not announce itself — it accrues quietly until someone looks. Elenchus connects read-only to the systems you steward — fund accounting, payroll, procurement, financial aid — and puts every finding through adversarial debate before it reaches you. Tell us who you are, and the founder will follow up directly to scope a pilot.
- Read-only by design. Elenchus can examine your systems — it cannot change them.
- No self-serve activation. A person reviews every request; the founder onboards every pilot.
- No finding asks for trust. Each arrives with its full evidence chain — built to be audited, not believed.