Give evidence a clear trail.
Enterprise-grade verification infrastructure for organizations navigating high-volume information, misinformation, AI-generated media, and evidence-sensitive decisions.
Turn assertions into records people can inspect.
Provenance AI helps turn a claim into a reviewable trail: the wording, the surrounding context, the sources considered, and the reasoning that remains open.
Follow a claim through the systemVerification built for work already underway.
Different teams need different surfaces. The underlying discipline stays visible.
Prove
A focused workspace for examining claims, URLs, images, and the sources behind them.
Structured outputs
A path for teams that need verification results they can store, display, and inspect.
Monitoring
Defined streams and review queues that surface notable claims without pretending to replace judgment. On X, the agent can take a mentioned claim, assemble a source-backed review, and return a link to the record.
Different decisions. The same need for an inspectable trail.
Provenance AI supports teams that need to understand why a claim appears supported, contradicted, or unresolved before acting on it.
Editorial / Newsroom
Trace claims and citations before publication, correction, or follow-up reporting.
Research / Investigation
Keep questions, source comparisons, and unresolved evidence together for review.
Trust and Safety
Triage emerging claims without turning an automated signal into a final enforcement judgment.
Communications / Public Information
Examine fast-moving assertions before issuing a response or public clarification.
Government / Public Sector
Support evidence-sensitive briefings, policy work, and public-information decisions.
Law Enforcement / Public Safety
Preserve the distinction between an investigative lead and verified operational evidence.
Trusted in serious information work.
Organizations and teams using, evaluating, citing our outputs, or working with Provenance AI across research, publishing, technology, and information integrity.
- The Alchemy Crew
- The Alan Turing Institute (CETaS)
- Frontiers
- Routledge
- MJRC
- LTM (Mindtree)
A selection from our broader list.
No label can carry the whole burden of proof.
New events may have no reliable public source yet. Search can miss local or inaccessible material, provenance can be stripped, and media detectors can disagree. Provenance AI should preserve that uncertainty rather than invent closure.