The Legal AI Architect | Head of Legal Innovation @ Ruli AI | Law x Product x AI

I'm a lawyer turned legal innovation leader. I build frameworks, workflows, and systems for lawyers who want to architect legal AI — not just adopt it.

Most legal AI optimizes for speed. I'm focused on the harder problem: how legal teams build memory systems that preserve judgment, context, and trust.

That means designing for:

• Institutional memory — helping organizations remember how they practice law
• Decision architecture — capturing not just what was decided, but why
• Legal AI systems — memory-aware, context-aware, workflow-native

• Legal AI Architect Toolkit — Prompts, frameworks, and workflows for lawyers building with Claude AI
• Knowledge Work Plugins — Plugins for knowledge workers using Claude (forked from Anthropic)

I write about legal AI, institutional memory, and the future of legal work on LinkedIn.

A few ideas I keep coming back to:

• Legal work is decision-making under uncertainty — AI should support judgment, not replace it
• The teams that win will be the ones whose systems can remember
• Prompting is not the skill. Architecture is.

• LinkedIn — where I publish most of my thinking
• Legal AI Architecture Lab — weekly office hours for legal professionals exploring AI

"Better RAG is not the moat. Memory is."