The Lab

Practice tools, built in the open.

Generic productivity software assumes linear workflows. Transactional practice does not work that way. These are the tools I built to run my own practice, shared for anyone who wants to work the same way.

In use

Legal Timekeeper

Matter-tagged time capture and reporting designed around how legal work is actually interrupted, resumed, and billed.

Learn more In development

Legal Minder

Natural-language scheduling that turns “call the sponsor Tuesday at two” into structured calendar entries for iOS and Outlook.

Learn more Weekly

Intelligence pipeline

An automated feed that gathers, scores, and summarizes regulatory and market news, and powers Securities Compliance Weekly.

See the output

Working principles

AI is intake, not final output.

Every tool in the Lab follows the same workflow. Machines draft and organize; a lawyer reviews, decides, and signs.

GenerateDrafts, extracts, and first passes produced quickly.

NormalizeOutput conformed to one style, numbering, and terminology standard.

ValidateDefined terms, cross-references, and facts checked by a lawyer.

PackageClean deliverables in the format the reader needs.

PreservePrecedents and decisions captured for the next matter.

Tools in the Lab are shared for demonstration and general use. They are not legal services, and using them does not create an attorney-client relationship. Demonstrations use sample data only.