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AI for Construction & Engineering

17 ready-to-build AI use cases for construction & engineering teams, each built and tested on sample data. Open any kit to see how it was measured and where it fails.

Measured on sample data, not asserted. Every number lives on the kit’s own board.
17use casesfor Construction & Engineering
6kinds of jobthe bars below
1,103sample documentsin these kits’ data
1,383test casesgraded by code
123failures namedcase by case

What these kits do

Pick a job to narrow the tiles below.

Where they slip, and where to watch

Across 123 named failures

  • Added or dropped an item · 26%
  • Applied the wrong rule · 22%
  • Cited the wrong source · 18%

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All 17 kits

Construction & EngineeringUC0045Check lien waivers before a construction progress payment goes out55 payment packages measuredConstruction & EngineeringUC0092Catch payment risk to your subcontractor's suppliers150 pay-cycle statements measuredConstruction & EngineeringUC0180Check retainage held back from every subcontractor45 project retainage reconciliations measuredConstruction & EngineeringUC0224Catch the work a construction estimate leaves unpriced60 scope/estimate packages measuredConstruction & EngineeringUC0225Level a contractor's quotes into one real price60 levelling packs measuredConstruction & EngineeringUC0258Check a subcontractor's insurance certificate against the contract60 compliance packs measuredConstruction & EngineeringUC0286Catch where two takeoff sheets disagree before a construction bid62 cross-check package measuredConstruction & EngineeringUC0338Check a product submittal against the spec section62 product data submittals measuredConstruction & EngineeringUC0389Check a submittal package against the spec320 pre-check packets measuredConstruction & EngineeringUC0424Check a subcontractor's extra-work ticket against the site report62 tickets measuredConstruction & EngineeringUC0445Check subcontractor pay applications before the general contractor certifies64 pay applications measuredConstruction & EngineeringUC0464Sort a building project's RFIs to the right reviewer64 RFI intake sheets measuredConstruction & EngineeringUC0496Check a contractor's preliminary notices and set their status64 intake items measuredConstruction & EngineeringUC0529Draft a building project's RFI answers from its documents64 RFI packets measuredConstruction & EngineeringUC0561Decide which trade owes a building owner's warranty callback62 warranty callbacks measuredConstruction & EngineeringUC0590Decide which lost days a building project's daily reports prove65 project-days measuredConstruction & EngineeringUC0605Decide which punch items block a building area's substantial completion64 area-walks measured

Rebuilt from the kit files at every deploy · last deploy before this build: 18 Oct 2026