About
palmharborai.com exists for teams that have real workflows, messy data, and specific decisions to support, not a desire to buy another generic AI subscription.
The work is not about novelty. It is about building tools that make a process faster, clearer, more consistent, and easier to manage.
I combine product thinking, systems design, automation, and AI implementation to turn ambiguous operational problems into usable software. That usually means starting with a workflow, not a model.
The build process is intentionally practical: map the job to be done, test with real examples, create a usable interface, then add the controls needed for adoption.
What I Bring
I start with the process, users, edge cases, and operational constraints.
I design the AI layer around retrieval, extraction, classification, reasoning, and generation where useful.
I care about the interface, review path, permissions, and day-to-day usability.
I connect data sources, documents, APIs, and tools so the AI does not sit alone.
I build for source context, logs, human approval, and clear failure states.
I expect the system to improve as real users expose what matters most.
Work With Me
Start with one workflow. Build something useful. Expand where it proves value.