Whitepapers & research

Better questions.
Better building.

Explore the thinking behind Construct AI. Preview any paper; a work email unlocks the full text and original documents.

Case study · Zain Shams & Jay Cami

AI Transformation in the U.S. Construction Market

The full market thesis — $2.1T TAM, the competitive landscape, and the QqDAR data-integrity framework behind the platform.

Whitepaper · Zain Shams

The Invoice Nobody Audits

Construction fraud and overbilling — the five schemes that pass because no one checks, and the AI audit layer that catches them.

Whitepaper · Zain Shams

The Impacts of Costly Rework

How bad data drives the industry's $177B rework tax — and how one source of truth cuts it.

Whitepaper · Zain Shams

The Inspection Failure Trap

Why a passed inspection doesn't mean correct work, and the risk intelligence that closes the gap.

Whitepaper · Jay Cami

The Insurance Crisis

Why homeowners are getting dropped, and how verified construction records restore rational risk pricing.

Whitepaper · Zain Shams

The Permit Backlog Crisis

How permit delays quietly erase flip margins, and predictive permit intelligence that models the risk before you buy.

Whitepaper · Zain Shams

The RFI Predicament

How unanswered field questions cascade into delay, rework, and litigation — and the information layer that stops it.

Whitepaper · Zain Shams

The Skilled Trades Shortage

Who really pays for the 500,000-worker gap, and the workforce intelligence that protects buyers' margins.