Overview
What Kanopi is
The construction estimating engine, its origin inside a working development practice, and what it does today.
ReadConcept
Calibrated estimating
Why generic cost databases give every contractor the same answer, and what calibration to the operator means.
ReadTechnology
Autonomous takeoff
How vision models read plan PDFs, cross-check each other, and assemble a confidence-tagged bid.
ReadRoadmap
2026 integration roadmap
Kanopi's deliberate integration-led posture through 2026, not a public launch.
ReadRelationship
Common Ground & Kanopi
How Kanopi sits within Common Ground and its relationship to LÏEF Development.
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