From Vague Request to Structured Contract Workstream

How to use a Claude or Codex skill to turn incomplete contract review requests into structured workstreams

10 hrs ago • Leonid Prilutskiy

The Post-Executed Contract Intelligence Framework

"AI contract review" is six different problems being lumped into one category. Here's the breakdown.

Jul 13 • Leonid Prilutskiy

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The $50,000 Mistake – Why OCR Quality Can Cause LLMs to Fail on Enterprise Contracts

Why OCR quality decides what contract AI can do — and the three failure modes, ranked by how hard they are to catch.

Jul 6 • Leonid Prilutskiy

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June 2026

What Is Post-Executed Enterprise Contract Intelligence?

The three ideas behind it — post-execution, enterprise scale, and contract intelligence — and why your already-signed agreements are full of untapped…

Jun 28 • Leonid Prilutskiy

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Everyone in Contract AI Suddenly Has a “Benchmark.” Here’s How to Read One.

Four different things "benchmark" can mean in contracts AI — and how to tell real evidence from marketing.

Jun 21 • Leonid Prilutskiy

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What Happens When You Ask AI to Extract Contract Metadata at Scale

A first benchmark on the gap between one-contract demos and contract-population workflows.

Jun 15 • Leonid Prilutskiy

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The contracts AI announcements keep coming. They’re not solving the same problem.

The market is converging on contracts AI. But 'contract intelligence,' 'agentic workflows,' and 'practice-area plugins' aren't the same thing — or where…

Jun 7 • Leonid Prilutskiy

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May 2026

The Announced M&A Deal is the Worst Lead You'll Get All Year

Why M&A announcements are a misleading signal for anyone trying to originate contract work — and what actually predicts demand.

May 31 • Leonid Prilutskiy

April 2026

March 2026