Ukweli Integrify

Ukweli is a pre-publication content integrity platform built by The Orkestra. It checks documents for fabricated citations, unsupported claims and statistical errors before they are published, and returns a verdict with the evidence attached. Ukweli is available at ukweli.io and publishes Integrity Watch, a public register of documents withdrawn, corrected or sanctioned over AI fabrications.

WHAT IT CHECKS
Cited sources that do not exist or do not say what is claimed; unsupported or overstated claims; figures that do not reconcile or are misattributed; methods that do not support the conclusions; editorial precision.

WHAT IT DOES NOT DO
It does not tell you whether a document was written by AI, and does not check plagiarism. Strongest on academic and published sources; legal citation is a known limitation, and where it cannot verify, the verdict is held back rather than claimed. It is a screen, not a guarantee, and no substitute for legal, financial or regulatory sign-off.