N-000 · Field notes
What we keep learning while building agentic AI for TAB firms — takeoffs, reviewer QA, scope gaps, and the delivery work after you win.
N-003 · Estimating workflows ·
One missed VAV in a 50-page drawing set becomes an unpriced change order. Extraction notes flag discrepancies between schedules and floor plans during takeoff review — before they reach the field.
5 min read · Read the note
N-002 · Industry insights ·
TAB work still starts with PDFs, spreadsheets, and manual rebuilds. Here is where AI actually helps: drawing intake, reviewer QA, and cleaner handoffs into delivery.
5 min read · Read the note
N-001 · Estimating workflows ·
Pre-award review can consume senior estimating time. This article looks at how AI can support scope review, assumptions, and faster quote preparation for TAB firms.
4 min read · Read the note