Resources · Field guides

Tools we built for the work we wish someone had handed us.

Practical, founder-facing guides at the intersection of legal engineering, AI, and the regulated frontier. Free to download. Email required so we can send you future field guides — never anything else.

Book · Amazon

The Everyday Legal AI Playbook

A practical guide to reading contracts, leases, employment agreements, NDAs, and other legal documents with AI assistance.

ByTyler Malin

AI systems are powerful, but they can be confidently wrong. They miss context, misread law, and hallucinate citations. Use AI to understand, translate, and ask better questions. Use a licensed attorney to make decisions that carry real consequences. This book will help you do the rest.

Get it on Amazon

Available in paperback and Kindle.

Tool · Free

Repo IP Auditor

Audit a git repository for IP chain-of-title gaps and copyleft exposure. Reads commit history, root license, and package manifests before an investor’s counsel does.

ByBeneficial Technology

Unassigned contractor commits and AGPL dependencies are ordinary problems that become expensive during diligence, because they surface after the term sheet rather than before it. The web audit runs entirely in your browser and stores nothing. The CLI and the GitHub Action read local git, scan file headers, and score against the same published rubric. MIT licensed, no runtime dependencies.

Run a free audit

No signup. Nothing uploaded, stored, or logged.

More coming

More on the way. Each one comes out of client work, not a content calendar.

An AI readiness checklist for funded teams
A guide to running license review in CI
An AI tooling field guide for small businesses
Want one in particular? Tell us at tyler@beneficial.technology
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If you're stuck at the intersection of complex strategy, technical AI integration, and regulated legal bottlenecks, the call is free and short. If we're not the right partner, we'll tell you and point you somewhere better.