As a Software Engineering Director at Trimble, I spent years training entire departments on AI adoption — not in theory, but by mapping their actual workflows and rebuilding them with AI inserted at every stage. Product teams. Support teams. Engineers. Directors. Each rollout was custom. Each one stuck.
When I faced a complex family law case of my own, I applied the same methodology to my own legal documents — organizing years of records, financial evidence, and correspondence into 66 structured exhibits, a complete case timeline, and full hearing preparation materials. The work product was compelling enough that two practicing attorneys — from opposing firms — independently reached out and asked who had built it. Neither was pitched. Both became clients.
That is the entire origin of this practice: methodology proven at enterprise scale, applied to a high-stakes personal matter, discovered by the people who needed it most.