Work
Problems solved.
I don't lead with industries. I lead with problems. Every business I work with looks different on the surface — but they share the same drag: time spent on work that should run itself.
Proposal & estimate compression
Service business recreating the same documents from scratch for every client.
A structured intake form and AI-assisted drafting system tied to real project data.
Proposals that took 60–90 minutes now take under 10.
Document-to-budget workflow
Owner spending hours extracting numbers from documents to build budget reports.
A structured extraction and formatting pipeline — document in, formatted budget out.
Same output. A fraction of the time.
Reporting & status summaries
Team manually pulling project updates from multiple tools each week.
An automated summary pipeline that aggregates, formats, and delivers.
Weekly reports generated, not written.
AI implementation for non-technical teams
Business curious about AI but unclear where to start — or what would actually stick.
Structured discovery, two high-value use cases identified and implemented within 30 days.
Team runs them independently. No ongoing support needed.
Every engagement starts with a conversation. Scope comes after.