I design and build AI-powered tools for arbitration and disputes teams, covering everything from initial assessment, procedural workflows and tribunal strategy to hearing preparation. Being a practitioner shapes what I build -- I start with how disputes work actually gets done rather than from what the technology can do. I've built my own tooling and processes to help break down the job, map it out, select the most appropriate tech and then get stuck in on solving the problems practitioners face on a daily basis. One thing I'm very passionate about is harmonising access to legal tools and connecting them into joined-up workflows. Legal tech is full of powerful products that don’t talk to each other, and I think much of the next wave of value lies in the orchestration layer that brings them together around the matter and the practitioner using the tools -- half the problem is putting things at practitioner's fingertips in a way that's readily inteligible to them. I’m also exploring how knowledge graphs and agentic AI can make that layer smarter.