Guides · 11 in-depth references
Practical guides to AI in legal practice.
Written for practitioners, not buyers. Every guide is vendor-neutral, states what to do in what order, and is honest about what does not work. Nothing here is gated and nothing requires an email address.
11
Guides published
6
Categories, foundations to tooling
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Gated downloads or email walls
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Vendor sponsorships
Foundations
Start here. What AI adoption in a legal practice actually involves, and in what order.
2 guides
AI for law firms: where to actually start
Most firms start with a tool. That is the single most common reason legal AI projects fail. Here is the order that works, and why.
14 min read · Updated July 2026 · For Solo practitioners
AI-native vs AI-augmented: what the difference actually is
Almost every firm now says it uses AI. Very few are AI-native. The distinction is precise, observable, and has nothing to do with how many licences you hold.
10 min read · Updated July 2026 · For Anyone assessing their own practice or a competitor's claims
Operations
The working systems underneath a practice - matters, workflows, and knowledge.
3 guides
How to design a matter management system that actually works
Software does not fix matter management. A definition does. Here is how to build the container everything else in your practice attaches to.
13 min read · Updated July 2026 · For Practice managers
How to document a legal workflow so it can be automated
Every experienced lawyer carries an action library in their head. Extracting it is the highest-leverage documentation work a practice can do - and it is harder than it sounds.
13 min read · Updated July 2026 · For Practice leads
Legal knowledge management: turning research into a compounding asset
Research treated as an event evaporates. Research treated as a stock compounds - and it is the one advantage a competitor cannot buy.
11 min read · Updated July 2026 · For Knowledge managers
Pricing
Moving off the billable hour, and the measurement work that makes it survivable.
1 guide
Governance
Delegation, review, responsibility, and the rules that make AI safe to deploy.
2 guides
Preventing AI hallucination in legal work
The fabricated-citation stories are real, and the fix is not technological. It is a workflow rule you can adopt this week, applied to humans and machines identically.
12 min read · Updated July 2026 · For Any lawyer or legal team using AI for drafting or research
AI governance for law firms: delegation, review, and responsibility
Most legal AI policies are one page of prohibitions nobody reads. A working governance framework is a delegation structure, and it looks quite different.
13 min read · Updated July 2026 · For Managing partners
Sector
Guides for organisations whose structure changes the answer.
2 guides
AI for in-house legal teams: a department-level guide
In-house departments have the opposite constraint to firms: demand is unbounded and headcount is fixed. That changes what to automate and in what order.
14 min read · Updated July 2026 · For General counsel
AI in government and public-sector legal functions
Government legal work has the strongest case for AI and the hardest constraints on adopting it. Both facts are structural, and both can be worked with honestly.
12 min read · Updated July 2026 · For Public-sector legal directors
Tooling
Choosing, trialling, and buying software without inheriting a dependency.
1 guide
After the reading
Everything here is what we do. The audit tells you where to start.