Builds
we've shipped

Operations work we've built and shipped. Real architecture, real tooling, end-to-end. The same playbook adapts to any operation where repeatable work meets real money.

● BUILD / OPERATIONS LAYER

05:30 / 2026.05

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Why most contractors will never get the AI version of their business

The architectural piece underneath every other build on this page. It covers what "set up correctly" actually means: the five connections most contractors' stacks are missing, and why those connections are what make AI actually useful instead of just theater. Different shape than the diagnostic builds. It's the argument they all sit on top of.

Published 2026.05 · operations layer · 05:30

● BUILD / BILLING PIPELINE

04:30 / 2026.05

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AI tells me where my billing is stuck

The AI diagnoses the three stages where billing actually leaks: approved work that hasn't been invoiced yet, draft invoices that never got sent, and pushed invoices that haven't been paid. Most contractors treat "billing" as one problem. It's three, with three different fixes, and your bookkeeper can only see one of them.

Published 2026.05 · billing pipeline · 04:30

● BUILD / MARGIN DIAGNOSIS

05:30 / 2026.05

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AI tells me why a job's margin got crushed

The AI walks a job's books, finds the gap between bid margin and actual margin, and surfaces why traditional QBO reports can't catch it until quarter-end. Take Hilltop Roofing. Bid at 28%, ran at 6.67%, $11,200 over estimate. Diagnosed in seconds across timesheets, change orders, vendor bills, and the original quote.

Published 2026.05 · margin diagnosis · 05:30