A regulated-fact monitoring and response workspace that samples public AI answers, compares claims with approved sources, routes material discrepancies, and preserves remediation evidence and outcome history.
Genesis score7.38/10
Make Provenwash real.0/500
500 more votes and Provenwash is authorized for build.
0%500 to authorize
Backing is the vote. When an idea crosses 500, we pull it into the build pipeline and ship it for real — the votes decide what gets built next, not an editor.
The opportunity
May 12, 2026Court ruling date
1Direct accuracy monitor
$29–$299/moObserved market range
The case
A German appellate ruling involving false chatbot statements and a parallel court action involving AI summaries establish a real liability signal, while a crowded AI visibility market validates monitoring spend. A direct accuracy product already covers several answer systems. Provenwash's wedge is a regulated-fact register and reviewed response process, not generic brand visibility. Query results vary by user, time, locale, account, prompt, citations, and model version, so each observation is a reproducible sample—not proof of universal publication or platform fault.
Who pays — and why
The compliance, legal, risk, communications, or digital owner at a regulated professional firm whose public facts can affect consumers or professional liability.
What it unlocks
A reviewed canonical-fact register with entity, claim, qualifiers, jurisdiction, effective dates, approved sources, owner, sensitivity, and correction history
Reproducible query observations with provider, surface, account state, locale, time, prompt, answer, citations, capture, model label, and access limitations
Materiality triage and remediation packets linking discrepancy, source evidence, reviewer decision, owned-surface fix, external request, submission receipt, follow-up sample, and unresolved status
How Genesis scored it
7.38across seven criteria
9
Temporal window
May 2026 rulings create immediate awareness.
8
Buyer persona
Regulated firms have a concrete public-fact and response owner.
5
Convergence
The idea has one central legal signal and limited connected evidence.
Why it scored well
A current liability ruling, a direct accuracy monitor, a crowded adjacent market, and a clear regulated buyer support a high-consequence workflow.
What's holding it back
Monitoring access is unverified, observations are non-exhaustive, legal causation is fact-specific, remediation control is limited, and no incumbent barrier exists.
Signals detected5 sources crossed
SignalOLG Hamm research carried in Genesis
SignalGerman case research carried in Genesis
SignalMunich court research carried in Genesis
SignalFaro Index research carried in Genesis
Signalcompetitor comparison carried in Genesis
Direction briefprovenwash.md
provenwash.md
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