Case Studies
Real Issues Caught. Real Money Saved.
General Contractors use Flikt.AI to catch coordination conflicts before they hit the field. Here’s what we’ve caught for them — with full GC validation, anonymized for client confidentiality.

5 cross-discipline coordination conflicts flagged pre-construction on a commercial retail project — all confirmed accurate by the General Contractor.
- 5 conflicts detected, all GC-confirmed
- $55K–$120K rework caught in flagged conflicts
- $233K–$583K total project exposure identified

A Mechanical / Structural plenum clash flagged pre-construction. The field team missed it — the duct hit the beam, an interior soffit was field-built, and the schedule slipped. Confirmed by the GC.
- $10,000+ field cost overrun (inside pre-con estimate)
- 2+ weeks schedule delay
- $64,552–$147,517 exposure across 11 findings
Want to see what Flikt.AI can find in your plans?
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All case studies are published with the General Contractor’s permission. Project addresses and identifying details are anonymized where appropriate.