01
Diagnose the real business problem
Before any tool is named, I find where the time and the risk actually sit, and which of them is worth changing.
AI Strategist, Consultant and Technology Founder
Sabrina Brooks
If you already know what to automate, you don't need me. If you're guessing, you do.
I don't sell tools. I fix the thinking that comes before them.
For fifteen years I worked as a licensed public adjuster, doing by hand what AI systems are now built to do: turning ambiguous field conditions into structured, defensible documentation that had to survive adversarial review.
I spent fifteen years writing property damage estimates by hand, and now I am building the software contractors use to write theirs. That is the whole résumé: a domain understood from the inside, and shipped software to prove it.
What I actually do
Strategy, then structure, then something that runs.
02
Translate operations into systems
Workflows, decision rules and accountable AI systems, written so a team can follow them and a person still owns the outcome.
03
Move from strategy to something working
An implementation, a prototype or a shipped product. The strategy is not finished until someone can use it.
Proof, not positioning
Four things that exist, with the problem each one was built against.
The same job, twice
Technology does not create efficiency. Structure does.
A contractor winning one job, by hand and then automated. Six steps. The work does not change. The waiting does.
- 1Inbound lead
- 2Site notes
- 3Estimate
- 4Approval
- 5Signature
- 6Payment
Where I create value
Three kinds of people hire me
Organizations
AI strategy, adoption, workflow redesign, transformation and innovation programmes, with the governance question answered rather than deferred.
Owner-led businesses
Practical systems that reduce how much of the operation depends on the owner doing it personally, repeatedly, from memory.
Builders and partners
Product strategy, prototyping and venture collaboration with people who want the domain understood before the roadmap is written.
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Most AI projects fail before anyone opens a tool. That's the part I work on.
Stop guessing, in ten minutes
The AI Readiness Assessment scores six dimensions (data, process, manual work, tooling, team and governance), then tells you where automation actually pays, and where it does not. Every answer is scored in your browser: no account, nothing stored.
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