The problems live in the gaps.

Every service runs three ways at once: what the rules say, what the staff actually do, and what the software lets anyone do. I find the gaps, build the fix, and make the system show its work. Twenty years by hand. Now with AI holding the context — and a person signing every decision.

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Selected work
  1. Most applications came back for more documents. Nobody was careless. The timing rule was hiding between the contract, the coordinators and the software.

  2. Pay rules written into the platform, and the audit tool that proved they held.

  3. Investors wanted to see the platform run. So I built the console that ran.

  4. Where the method started.

Writing All writing

Let’s figure out if I can help.

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