AI for Legal Operations: Where to Automate First
Not every legal workflow needs AI. Here's a framework for identifying which ones do, scored by volume, error cost, and integration complexity.
Dr. Phil Winder
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7 minArticles in this topic
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Dr. Phil Winder
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7 min
What a Custom AI Contract Review Pipeline Looks Like
A step-by-step look at how bespoke AI contract review pipelines work, from document ingestion to clause extraction, review routing, and system integration.
Dr. Phil Winder
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6 min
When Off-the-Shelf Legal AI Tools Hit a Ceiling
Legal AI products handle the common cases. But integration, data control, and your specific rules need bespoke engineering. Here's where products break down.
Dr. Phil Winder
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6 min
5 Document Workflows AI Handles Better Than People
Five document workflows where AI outperforms manual processing on speed, accuracy, and cost, from invoice matching to contract review.
Dr. Phil Winder
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8 min
AI Document Processing vs Traditional OCR: What Actually Changed
Traditional OCR reads characters. AI document processing understands meaning. Here's what changed, why it matters, and when to upgrade from basic scanning.
Dr. Phil Winder
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7 min
What Is Document Intelligence? A Complete Guide for 2026
Document intelligence uses AI to read, classify, and extract data from unstructured documents. Learn how it works, where it's used, and how it compares to OCR.
Dr. Phil Winder
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8 min
How to Migrate a Codebase from Python to Go Using an AI Coding Assistant
A practical methodology for using Claude Code to migrate a production Python codebase to Go, including what worked, what failed, and what the human still needs to own.
Dr. Phil Winder
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11 min
How to Build AI Agents for Data Analytics: A Practical Guide with Python
Learn how to build AI agents that answer data questions using natural language. Includes Python code examples and BigQuery integration tutorial.
Dr. Phil Winder
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5 min
Generative AI Implementation for Lawyers: IP, Data-Protection & Contracting Risks
An interview with Paul Knight (Mills and Reeve) where we discuss what AI adoption means for in-house counsels and others in the legal profession.
Dr. Phil Winder
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4 min
Early Adopter Release of Kodit: MCP server to index external repositories
Kodit lets AI coding assistants see your private or newest repos—no retraining required.
Dr. Phil Winder
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5 minNewsletter
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Case studies and industry analysis from our team. No hype, roughly monthly.