Legal engineering for mid-market law firms
For an individual lawyer, the tool does excellent work. Yet when the matter closes, the firm is left with nothing it can reuse or assess. Without reviewing the work in full, the partner who signs off is trusting a tool that was never told what your firm expects in a matter like this. Both change when the firm’s way of working is set out and engineered into the tool.
Codified Counsel is a Legal Engineering Advisory Firm (LEAF), retained by mid-market law firms to get AI implementation right. We set out how your firm works and engineer it into the tools your lawyers already use. No software to build, nothing to buy. We keep it current as the tools change and as the firm improves how it uses them.
The opportunity
AI may be the largest opportunity the profession has seen, but Harvey, Legora, Claude, and others are general-purpose, with the same capability available to any firm that signs up. The advantage was never in having the tool. It's in shaping it around the way your firm actually practices. That work starts with your firm, not the product.
See it in practice →What we do
We start with a proof of concept. We agree on one kind of work the firm handles consistently and engineer it into your tool. We train the lawyers who will use it and stay with them on real matters. Once your firm sees measurable benefit, we expand from there.
Why Codified Counsel
The hard part is setting out what your best lawyers actually do, and then leading the firm through the change. The firms furthest ahead with AI employ legal engineers for exactly that, and so do the companies selling the tools.
Research, frameworks, and points of view on AI and the law, a sample of what we publish. Explore the full library below.

Nearly every firm uses AI; almost none see measurable value. Why the pilots fail, and what separates the firms that get a return.
June 2026
A walk through the nine-figure infrastructure investments at Kirkland, Freshfields, Paul Weiss, and Wilson Sonsini, and what mid-market firms can take from those moves without trying to replicate them.
May 2026
The Practice Playbook, the Practice Economics Map, the Evaluation Methodology, the Apprenticeship Strategy, the Shadow AI Audit. What each one is, what question it answers, and why the bundle stands on its own.
April 2026Prefer to do it yourself?
Retaining us is expensive, and a firm with the in-house capability, collaboration, buy-in, and bandwidth can attempt this alone. We've documented and presented the steps involved, so you can decide with your eyes open.
See the in-house path →The in-house path
A discovery call is a conversation, not a pitch. You tell us about your practice; we tell you honestly whether we're the right fit. We don't chase work that isn't right for you.
Schedule a discovery call →