Results, with the work shown.
Every number on this site traces to a named engagement, delivered through Last Rev, AnswerAI, or a seat I held myself. Here's what got built, and what changed.
SBI Builders: bid leveling from weeks to minutes
How a construction firm took vendor bid leveling from weeks to minutes — completeness analysis, automated follow-ups, and a historical bid library.
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Kumello: 45,000 med-tech companies, indexed and searchable
How we crawled, analyzed, and indexed nearly 45,000 med-tech companies from across the web into a searchable knowledge base for Kumello's sales tool.
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Law firm: legal research time down 60%
How a law firm cut legal research time by roughly 60% with retrieval grounded in its own precedents, inside an architecture that respects privilege.
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Integral Ad Science: support tickets down 27%, resolution 32% faster
AI agents at Integral Ad Science cut tickets submitted by 27% and resolution time by 32% — built on a golden dataset, evals, and real governance.
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Haystacks.AI: Chief AI Officer through acquisition
What the AI executive seat looks like in practice: Brad Taylor served as Chief AI Officer of Haystacks.AI through its acquisition by Coframe in late 2025.
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