The studio journal · built for business and industry
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.
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
Building an AI-assisted conceptual-estimate workflow so the preconstruction team can explore budgets faster without sacrificing accuracy.
Streamlined the sales-proposal process so the team can respond to new opportunities with a polished draft in minutes rather than hours.
Introduced a concise market-intelligence brief into weekly business-development reviews, sharpening which pursuits deserve attention.