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: RFP responses from 40–60 hours to 8–12
How a construction services firm cut RFP response time from 40–60 hours to 8–12 by pairing a governed knowledge base with AI-assisted drafting.
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Kumello: technical document search from hours to minutes
How a medical-device company took technical documentation search from 6–8 hours per query to about 15 minutes, mostly by fixing the corpus, not the model.
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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: AI agents inside and out, exposure to zero
Deploying AI agents for internal and external use at Integral Ad Science, and taking sensitive-data exposure in AI tools from 18% of interactions to 0%.
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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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