AI + UX Opportunity Sprint

Turn the foggy version of your idea into clear product direction.

For messy ideas, broken products, unclear workflows, or teams trying to figure out what AI should actually do next.

A focused 5 to 10 day strategy sprint for founders, teams, agencies, and organizations trying to figure out what to build, fix, automate, pitch, or reposition next.

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Most teams don’t need more tools. They need someone to find the fracture.

  • The fracture is where signal gets lost and systems break.
  • The opportunity is where alignment, leverage, and clarity exist.
  • The sprint is the fastest path from confusion to direction.
Who this is for

Built for the messy middle.

Bring me in when…

  • You are sitting on an idea, but it will not land the way you need it to.
  • Your product, service, or workflow feels bloated, confusing, or costly.
  • You are exploring AI and do not know where it creates real leverage.
  • You are preparing to pitch, raise, reposition, or explain the thing.

Especially if…

  • You are a founder, operator, agency, or team carrying too much.
  • You have tried to solve it internally and keep circling the same problem.
  • You need a decision you can stand behind and communicate.
  • You want depth, speed, and strategy over surface-level advice.
Where this is for

The fracture, the opportunity, and the next move.

I help separate three things that get tangled together: what is actually broken, where AI might be useful, and what story people need to believe before they act.

↯

Product + UX

Clarify what to build, fix, or phase out. Align user needs, business goals, and product direction.

⌁

AI + Workflow

Find high-value AI opportunities, reduce friction, and design workflows people will actually use.

✎

Narrative + Readiness

Shape positioning, pitch material, and stakeholder language that opens doors.

What you receive

A usable decision system.

This is not a 90-page artifact designed to die in a folder. It is a strategy package you can actually use.

AI opportunity mapWhere AI can help, where it should wait, and where it may create new mess.
Product or UX auditA clear read on friction, risk, story gaps, and missed user needs.
Strategic recommendationsSpecific moves, not a fog machine with bullet points.
Prioritized roadmapWhat to do now, next, later, and maybe never.
Prototype directionScreens, flows, or wireframe logic when visual direction is needed.
Journey notesWhere users hesitate, carry too much, or lose trust.
Founder or product narrativeLanguage that helps people understand why this matters.
Next 30-day action planA short plan for moving from clarity to momentum.
Choose your sprint

Choose the level of clarity you need.

Three ways to get from “something is possible” to “this is what we do next.”

5 days

Diagnostic Sprint

Best for teams or founders who need clarity fast.

  • Focused intake
  • Product, idea, or workflow audit
  • Opportunity map
  • Strategic recommendations
  • 30-day next-step plan
Inquire about this sprint
7 to 10 days

Prototype + Narrative Sprint

Best for teams preparing to pitch, test, reposition, or launch.

  • Everything in Diagnostic
  • Concept direction
  • UX flow or prototype outline
  • Product story
  • Stakeholder-ready summary
Inquire about this sprint
7 to 10 days

Funding / Fellowship Readiness

Best for builders applying for grants, accelerators, or fellowships.

  • Project positioning
  • Narrative refinement
  • Impact framing
  • Application or pitch structure
  • Reviewer-facing language
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How we work together

Fast, focused, allergic to unnecessary theater.

A sprint should move a decision forward. Not create eight meetings about whether clarity has vibes.

1

Intake + Context

You share the situation, materials, and what is at stake.

2

Investigation

I analyze the product, system, audience, and story.

3

Opportunity Map

We identify the fracture, leverage points, risks, and path forward.

4

Strategy Package

You receive focused recommendations, options, and priorities.

5

Debrief

We walk through it together and refine what matters most.

6

Next 30 Days

You leave with a plan, decisions, and momentum.

What this is not

No innovation theater. No deck-shaped fog.

anti-fog machine: coming soon
  • A generic AI audit
  • A prompt pack
  • A full product build
  • A vague strategy deck with twelve circles and no decisions
  • A replacement for user research, engineering judgment, legal review, or compliance review
  • A performance about innovation when the real problem is unclear ownership or bad information architecture
Selected proof

What this work has touched.

Protected work

Healthcare, pharma, public-sector, and enterprise case files are sanitized or access-controlled when needed.

Public artifacts

Ambient Memory Boundary Map, AI-assisted workflow experiments, field notes, and sprint frameworks show the thinking in motion.

Sprint inquiry

Have a foggy product, broken workflow, or AI-shaped anxiety cloud?

Send me the messy version. I will help find the structure.

Start a sprint inquiryView selected work