Building AI-enabled workflows
Turn repetitive, judgment-heavy work into reliable systems with clear inputs, review points, and operating limits.
Software and AI systems for companies moving from ambiguity to execution
I help founders and operators turn unclear technical priorities into shipped systems, better workflows, and durable product decisions.
Independent senior operator. Strategy, architecture, and implementation in one engagement.
Clarify
Clarify priorities
Build
Ship systems
Operate
Improve loops
Scale
Make it last
Useful when the work is important, under-specified, and too close to the business to hand off cleanly.
Best fit for teams who are...
Focused help for moments where the next technical move needs judgment, not more ceremony.
Replacing fragile internal tools
Stabilize the spreadsheets, scripts, and one-off apps that now carry real operational risk.
Scaling engineering practices
Introduce enough architecture, review, and delivery discipline for the team you are becoming.
Making high-stakes technical decisions
Clarify build-versus-buy, platform, architecture, and sequencing decisions before they become expensive.
Engagement types
Pick the shape that matches the constraint: direction, design, implementation, or a mix of all three.
Advisory
Regular senior counsel for founders and operators making technical decisions without enough internal leverage.
Technical strategy
Translate an ambiguous goal into priorities, risks, sequencing, and a plan your team can actually use.
System design
Define the architecture, data model, workflow boundaries, and operational path before build pressure takes over.
Hands-on implementation
Prototype, build, integrate, and harden the system directly when the fastest path is senior execution.
Approach
A consulting style optimized for clarity, working software, and decisions that survive contact with reality.
Make the tradeoffs explicit and define the smallest useful win.
Ship the thin version quickly, then tighten quality where it matters.
Use evidence from users, systems, and operators to guide the next move.
Leave behind understandable systems, documentation, and team ownership.
Have a technical goal that needs traction?
Send a short note about what you are trying to change, what is blocked, and what a good outcome would look like.