A scope framework for separating the essential learning workflow from attractive but non-critical features.
Clean build · Fast delivery · Scalable foundation · Less burn
Built for
Teams turning a broad product idea into a first credible release.
Intended outcome
A smaller, more defensible MVP with explicit assumptions, exclusions, and a plan for what the release must teach.
Core learning objective
Must-have workflow
Explicit later list
Name the most expensive assumption
Define the smallest complete journey
Challenge every supporting feature
Tie launch metrics to the next decision
Most founders bring a monthly budget and hire us to deliver. A few bring a vision strong enough for us to join the bet. Both models stay lean, direct, and accountable.
Build + maintain
You set the cash ceiling. We cut the scope to fit, ship working software every week, launch it, and keep it healthy. No hourly mystery. No hostage code.
Virtual CTO partnership
For a small number of serious, long-horizon products, we join as the technical partner: roadmap, architecture, hiring, delivery, and scale. Lower cash. Real equity. Shared upside.
There is no useful universal number. It needs the smallest complete experience that can test the core assumption with the intended user.
Include the minimum operational tooling needed to deliver safely and learn. Manual operations can be reasonable when volume is controlled and the process is visible.
Return to the learning objective, user journey, risk, and launch constraint. Preferences become easier to resolve against explicit decision criteria.
A practical PRD structure for defining users, outcomes, workflows, constraints, evidence, scope, and open decisions.
A structured review of architecture, data, integrations, security, operations, delivery, and unresolved technical risk.
A practical framework for defining representative cases, scoring outputs, testing failure modes, and monitoring an AI workflow over time.
Bring the workflow, idea, or delivery mess. We’ll cut it to the leanest credible build and tell you which partnership model fits.