Extreme MVP
A 10-day sprint to make one AI decision fundable, governable, and reversible.
Teams are already paying for delay, drift, and premature commitment.
Extreme MVP turns one unstable AI or operational question into a decision that can be owned, trusted, and acted on — before capital hardens around the wrong system.
You leave with:
one owner
one trusted signal set
one bounded path
one Commit / Test / Stop outcome
Choose the version that fits your reality:
Industrial AI / OEE
Enterprise AI Workflows
Capital follows clarity. Infrastructure follows validated intention.
Doing nothing is not neutral.
Delay already has a cost.
So does drift.
So does committing too early.
When ownership is unclear, signals are weak, and infrastructure conversations start before the loop is ready, teams lose time, capital, and confidence.
Extreme MVP is built to stop that.
A sprint for commitment, not concepting
Most sprints help teams explore ideas.
Extreme MVP helps teams decide what deserves commitment.
It is not a sprint toward a prototype.
It is a sprint toward a governed next move.
What happens in 10 days
From ambiguity to one decision that can be owned, trusted, and acted on.
1. Lock the decision
Define the issue, the owner, and the exposure.
You leave with:
one named owner
one real decision loop
one KPI / exposure frame
2. Compress the signal
Strip out noise and isolate the few signals that matter.
You leave with:
one trusted signal set
bounded decision options
early proof conditions
3. Decide the path
Test reversibility and define the next move.
You leave with:
Commit / Test / Stop logic
one bounded pilot or no-go path
one written decision record
What every Extreme MVP must produce
One accountable human
One trusted signal set
One bounded path
One Commit / Test / Stop outcome
If those conditions are missing, the commitment does not proceed.
That is the discipline.
Industrial AI / OEE
A 10-day structural reset for throughput, downtime, scrap, and operational continuity.
The problem
The loss is visible.
Throughput drag is visible.
Downtime is visible.
Scrap is visible.
But the response is still inconsistent.
That is not a data problem.
It is a control problem.
In 10 days, we
lock authority
compress the signal
stress-test reversibility
What you’re buying
Not more visibility.
Not more pilots.
Not more tech.
You are buying:
one owner
one trusted signal set
one bounded Test / Fund / Stop outcome
Why it works
No committee drift.
No dashboard inflation.
No capital commitment before the loop is clear.
It protects:
throughput
recovery logic
exposure discipline
operational continuity
A better operating decision comes first. The system comes later.
Enterprise AI Workflows
A 10-day decision filter for fragmented initiatives, workflow bottlenecks, and premature infrastructure choices
The problem
AI activity is visible.
Ownership is not.
Roadmaps expand.
Infrastructure gets discussed before the decision is clear.
That is not a strategy gap.
It is a decision failure.
In 10 days, we
lock the loop
compress the signal
determine the path
What you’re buying
Not another strategy deck.
Not more demos.
Not innovation theater.
You are buying:
one owned workflow
one trusted signal set
one bounded Commit / Test / Stop outcome
Why it works
No roadmap inflation.
No premature infrastructure choices.
No capital commitment before the loop is clear.
It reduces:
fragmented initiatives
governance exposure
ownership ambiguity
workflow drift
A better decision comes first. The system comes later.
What this Sprint is not
Not generic AI strategy
Not a trend workshop
Not a vendor bake-off
Not open-ended discovery
Not a promise that more infrastructure is always the answer
It is a 10-day decision filter before capital hardens.
Typical outcomes
Commit / Test now
The loop is clear.
The owner exists.
The signal is trusted.
A bounded pilot can proceed.
Diagnose first
The issue is real.
But the signal, authority, or operating conditions are still weak.
Stop
No real owner.
No trusted signal.
No bounded path.
A better decision is the goal — not more possibilities.
Define the decision before the architecture defines you
If the issue is real, the exposure is measurable, and the next move is still unclear, Extreme MVP is the place to start.
Clarity before scale. Decision before deployment. Stop before drift.
How We Collaborate
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🔁 Strategic Series
Renewable engagements (3–12 months) for organizations in transition. Often embedded as interim innovation lead or strategic orchestrator.
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🧭 Targeted Sprints
High-intensity design sprints and workshops (1–6 weeks) to unlock alignment, foresight, or narrative shift — orientation is everything.
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🧬 PoC Pilots
Fast, focused builds with end users or tech partners — exploring AI models, XR layers, or story formats that culminate in a pilot or demo worth scaling.
Clients & teams
Projects led across industries, in partnership with design studios, tech companies, and cultural institutions.
We’ve contributed to and led transformative work alongside forward-thinking teams — often in service of visionary clients.
These collaborations reflect engagements delivered independently, through partner studios, or embedded within larger ecosystems.
