AI Product Decision Sprint

Make the decision before the roadmap.

A focused engagement for leaders who need to know whether an AI opportunity deserves investment—and what responsible execution requires.

Start with your opportunity

The outcome

A clear recommendation—continue, modify, delay, or kill— supported by evidence your leadership team can inspect.

01WHEN TO USE IT

You have pressure, possibilities, and no shared decision rule.

The Sprint is designed for one active AI opportunity—not a broad transformation program or an open-ended strategy exercise.

01

Several AI ideas are competing for the same investment.

02

A pilot exists, but leadership cannot define what happens next.

03

Product value is unclear despite technical enthusiasm.

04

The path from prototype to production contains unknown risk.

05

The team needs permission to stop a weak initiative.

06

A decision is due within the next six months.

Two to four focused weeks

From uncertainty to an executive decision.

Scope and duration are calibrated to the question. The work expands only when more evidence is likely to change the decision.

  1. 01

    Frame

    Define the user, opportunity, decision owner, investment, and evidence standard.

  2. 02

    Investigate

    Interview stakeholders and assess the product, data, technical, and operating reality.

  3. 03

    Test

    Build or simulate only what is needed to reduce the most important uncertainty.

  4. 04

    Decide

    Deliver the recommendation, evidence, conditions, and practical next roadmap.

02DELIVERABLES

Enough rigor to act. No strategy theater.

01

Opportunity definition and stakeholder alignment

02

User, business, and current-state assessment

03

Technical, data, and infrastructure feasibility

04

Prototype or proof of concept where it changes the decision

05

Evaluation plan with success and failure criteria

06

Risk, operating, and production-path assessment

07

Executive decision memo

08

Continue, modify, delay, or kill recommendation

Strong fit

The decision matters more than the performance.

  • A named leader owns the decision
  • The opportunity is specific enough to test
  • Stakeholders can participate honestly
  • “Do not build” is an acceptable answer

Not a fit

The answer has already been chosen.

  • You need a general AI inspiration workshop
  • You want a deck that justifies a predetermined decision
  • No one can own the follow-through
  • The project cannot tolerate explicit failure criteria

Start with the brief

What decision is waiting on better evidence?

Share the opportunity, timing, and outcome. You will receive a scheduling link after submitting the brief.

Pricing is set by scope during initial validation. The first conversation is for fit, not a generic sales presentation.

The useful answer

The Sprint is valuable even when the answer is “do not build.”

Inspect the Bet behind the offer