ClarityAI.
Score the clarity and risk of any initiative,
before you fund it.
Drop in a PRD, an AI initiative brief, or an RFP. ClarityAI returns a clarity score, line-by-line fixes, and a one-page summary you can take into a steering committee. Minutes, not weeks.
Most projects fail before
a single line of code.
Vague requirements are the single biggest cause of stalled software and AI initiatives. The cost is paid in re-scoping, missed audits, and engineering rework that nobody planned for.
of software projects fail because of unclear requirements, not bad code.
of AI projects will be abandoned without AI-ready specifications by 2026.
is the median wait for an AI use case to clear MRM when the brief is incomplete.
Four moves, in under a minute.
Ingest any specification
PRDs, AI initiative briefs, user stories, RFPs, statements of work. Drop in PDF, DOCX, or plain text.
Score across the dimensions that matter
Ambiguity. Testability. Edge-case coverage. Regulatory exposure. Dependency risk. Each scored, each defensible.
Pinpoint the fixes line by line
"Should be fast" becomes "specify response time". Vague requirements get rewritten as concrete, testable language.
Hand the board a one-page summary
A clear go / hold / kill recommendation, with the three biggest risks named and the cheapest path to clarity.
The same tool, read
differently by whoever opens it.
Triaging the AI initiative backlog
You have 30 use cases proposed and budget for 5. ClarityAI ranks them by clarity, regulatory exposure, and data readiness in an afternoon.
Pre-flight on every PRD
Catch ambiguity before sprint planning. Cut review cycles from three rounds to one. Stop arguing about what "fast" means.
Discovery scoping that wins deals
Hand a client a gap report on their RFP within hours. Show them what they didn't know they needed to specify.
A tool that stands
on its own.
ClarityAI works on its own: drop in a document, get a score, no platform required. Need this wired into a governed pipeline instead of a one-off score? GQ Govern's Diagnose role does the same job as part of the platform, an AI-maturity assessment, model inventory, and document intelligence, versioned into the same policy registry everything else runs on.
Score your next initiative
in under a minute.
ClarityAI lives at its own address. Drop in a brief and see the score yourself. No signup, no email gate.