research

Researched, sourced, free to read.

Papers and articles on construction, contracts and AI. Every claim cites its source, and every figure can be traced.

How we use published judgments: methodology and coverage →
Latest paper

How Three Regulatory Tracks Are Making UK Construction-Product Data AI-Ready

1 paper · 5 articles
Article3 min read

Who carries the float?

Saible's £2.9m trust-account model releases payments to every tier simultaneously, but simultaneous release doesn't create money, it moves the float from the supply chain to the client. Adoption, not technology, is the test.

Article3 min read

The AI label on construction's BIM breakthrough is decoration

A peer-reviewed BIM study hit >95% agreement on a deterministic rules engine, not AI. The interoperability problem was never technical — it is 15 years of schema sprawl and vendor lock-in incentives, and no model release dissolves it.

Article5 min read

Can six levers really map construction in the age of AI?

A teardown of the Suffolk×MIT whitepaper: Chapter 4's shared data layer is third-party validation of the construction knowledge graph thesis, and the six-lever frame's narrowness maps exactly where the connective layer has to go next.

Article5 min read

When the Agent Acts First and Asks Never

PlanRadar shipped AI agents that act with no human approval step on every plan. Two honest readings — productivity through cited drafts, or a liability land grab — and the decision contractors can't defer.

Methodology

How judgments from Find Case Law become cited relationships in the graph, what we never do with them, and what the published record leaves out.

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Research — akil