Map the real workflow
We clarify users, data, decisions, handoffs, risk, and the moments where AI should stay out of the way.
Design the system
The solution is shaped as flows, components, prompts, guardrails, evaluation checks, and delivery milestones.
Ship with ownership
You get a usable handoff: docs, next actions, review points, and enough structure for the team to keep moving.
What this is
This is a time-boxed build sprint for teams with a defined AI feature, workflow, or integration. The work is scoped before the sprint starts, then executed with daily updates and a clean handoff.
It is best for projects where discovery is mostly done and the next step is building the real thing.
How the sprint works
Before the sprint starts, we turn the idea into a short implementation plan: expected behavior, integration points, acceptance criteria, technical risks, and what should stay out of scope. During the sprint, you get visible progress and a running decision log so there are no mystery weeks.
The sprint can cover a feature build, internal tool, workflow automation, AI assistant, prompt system, evaluation harness, or product prototype that needs to behave like a real product rather than a fragile demo.
What you get
- A scoped implementation plan
- Working production-ready code
- Integration with your existing stack
- Testing and documentation
- A handoff session so your team can own it
Best fit
This is best when you already know the problem, have access to the required systems or data, and need someone who can move between product judgment, UX, and implementation without adding agency overhead.
Delivery rules
- Daily updates with what changed and what is blocked
- Decisions documented as they happen
- Scope protected from vague expansion
- Final handoff designed for your team, not for dependency on me
Outcome
You get a shipped AI feature, not an open-ended consulting engagement.