Claims
Unsupported certainty, missing sources and statements that exceed the available evidence.
paid canary / AI content release QA
Before the thing AI made
becomes your responsibility.
Send one AI-assisted article, carousel or short document. In 24 hours, receive repaired copy, an evidence-aware issue register and a clear READY / REVIEW / HOLD release state.
$40one asset · one consolidated review · no meeting required
the moment of use
The draft looks finished.
The risk is still hidden.
Another generic AI pass often preserves the same confident mistake. This service exists for the last mile before publication—when the material is nearly done, the deadline is real and someone still has to own the outcome.
01 / inspection surface
Five checks.
One release state.
We do not inflate the review with generic advice. Every finding must change a decision, a sentence or the release state.
Logic
Contradictions, broken transitions, absent exceptions and conclusions that do not follow.
Numbers
Arithmetic, units, comparisons and percentages that can silently change the meaning.
Language
Machine-like phrasing, ambiguity, translation drift and tone that does not fit the audience.
Release surface
Density, hierarchy, cross-slide consistency, CTA risk and visible accessibility problems.
02 / bounded delivery
Small enough to buy.
Complete enough to use.
Accepted inputOne article up to 1,500 words, one carousel up to 10 slides, or one short PDF/deck up to 12 pages.
ReturnedRelease status, prioritized issue register, repaired copy or precise edits, and a list of facts that still require owner evidence.
Turnaround24 hours after the material and intended audience are available. Asynchronous and text-first.
RevisionOne consolidated clarification round limited to the original asset and findings.
03 / honest boundary
A release gate is not a false guarantee.
Not included: formal legal or regulatory approval, security testing, full visual redesign, private fact acquisition, long-form source research or production of a new campaign.
Client material remains private, is not resold as a template and is not presented as Lilambd portfolio work. Unverifiable product facts remain visible instead of being guessed.
04 / proof before purchase
See the transformation.
The demonstration uses a fictional AI-education carousel and synthetic inputs. It exposes claims, calculations, logic paths, repairs and the final release gate without reproducing client or marketplace material.