The studio journal · built for business and industry

AI optimization for business and industry, conducted as a dialogue rather than a deployment.

One Principal, dozens of associates, a small circle of clients, and a deliberate hand. I work chiefly with managers and owners, folding AI into business development, operations, and decision support without friction, jargon, or noise. One engagement at a time, refined month over month.

Work in motion

updated this week

Tuning

Refining an AI-assisted quantity takeoff workflow for a commercial general contractor's estimating team

Onboarding

Mapping sales follow-up and proposal drafting into a single streamlined process for an HVAC contractor

Review

Month-over-month quality pass across two active business-development engagements

Chronicle of work

chronological · most recent first
  1. Sep 2026Commercial general contractorIn progress

    Building an AI-assisted conceptual-estimate workflow so the preconstruction team can explore budgets faster without sacrificing accuracy.

  2. Aug 2026HVAC contractorShipped

    Streamlined the sales-proposal process so the team can respond to new opportunities with a polished draft in minutes rather than hours.

  3. Jul 2026Industrial technology supplierShipped

    Introduced a concise market-intelligence brief into weekly business-development reviews, sharpening which pursuits deserve attention.

View the complete chronicle