For AI & automation agencies, fractional CTOs, independent consultants and innovation managers who scope AI projects for clients.
Every AI proposal costs 1–3 days of unpaid scoping: discovery calls, scattered notes, a document built from scratch. Roughly half of those proposals never close — and the time is gone either way. Meanwhile, clients expect a structured assessment, not a tidied-up call summary.
Cut unpaid pre-sales time and qualify leads faster. Send a structured report after the first call — and spend your senior people on deals that are actually moving.
Look like a firm. Structured assessments with maturity scoring become your first-meeting deliverable — without a research team behind you.
Justify projects internally with requirements documents, maturity scores and realistic timelines — the evidence a steering committee actually asks for.
We're building MANOVAT with the people who scope AI projects for a living. Ten spots, real client work, direct line to the founder.
Your application is ready. If your email app didn't open, copy it below and send it to info.manovat@gmail.com.
Want the report with your logo? Join the white-label waitlist →
Most AI pilots never reach production. IDC-reported research puts the share of AI proof-of-concepts that fail to make it into production at 88%; MIT's 2025 State of AI in Business study found 95% of enterprise GenAI pilots deliver no measurable P&L impact. The pattern behind the failures is consistent: projects scoped on enthusiasm instead of data readiness, organizational fit and a defensible business case. A report that names its weak points before the client does is how you avoid selling one of those projects.
Sources: IDC research on AI proof-of-concepts, reported by CIO (2025); MIT NANDA, "The GenAI Divide: State of AI in Business" (2025).Read a complete sample report, or run the analysis on a real case right now.
Read the Sample Report Start a free analysis →