AI Transformation · Business-First Questionnaire
Find the move that pays back. Skip the AI tools that won't.
Twenty-five plain-language prompts across six sections. Every section answers the same chain: what are we investing in, what changes as a consequence, and what measurable value comes back. End with one pilot the business can fund — and one signal that says stop.
- · No jargon. No data-maturity quiz before the business pain.
- · One section at a time. Mobile-friendly.
- · Ends in a ninety-day pilot, not a slide deck.
- · Honest about when the answer is "not yet."
Ground → Hurt → Move → Change → Real → Commit
Plus a 3-question readiness filter
The shape every answer points at
The rule for the whole page
We are not assessing AI for its own sake. We're finding where AI investment causes a measurable business consequence — and where it doesn't. Every proposed action has an expected consequence. Every expected consequence has a measurable return.
Section 1 of 6
Pick a section to work on
Prompts
Where you stand
Operational brief
Hard numbers keep the story honest.
The downloaded checklist ends with the operational brief — revenue, workflows, tools, hard stops, and the one change AI should cause in the next ninety days. The brief is what turns the questionnaire from a conversation into a contract.
Revenue & headcount
Annual revenue, team size, revenue per employee
Workflows
≥5 with owner, frequency, and logic documented
Tools audit
CRM, finance, project, comms, analytics — pain 1–5
Hard stops
Locked vendors, roles, data limits, budget, timeline
Growth constraint
The one thing limiting growth — verbatim
Change AI should cause
Stated in numbers, with a window and source of truth
Next step
Download the brief
All twenty-five prompts plus the readiness filter and the operational brief — pre-formatted for offline completion. Return it to scope a ninety-day pilot with a named owner, a measured pass signal, and a stated stop signal.
Every prompt on this page is a Zeigarnik device — an open loop that stays active until engaged. Precision of problem description is the trust signal, not enthusiasm for AI. Read more in Questions Unleash Potential , the Zeigarnik Effect, and the Questioning System.
Dreamineering · AI Transformation Discovery · dreamineering.com