Industry
Legal
Document-heavy work with privilege constraints
The constraint
Privilege · confidentiality · retention
Legal work is document-heavy in a way that looks ideal for retrieval and is not. Privilege means some documents cannot be indexed alongside others, confidentiality means the model cannot leave the environment, and a confidently wrong citation is worse than no answer at all. The systems that hold up here are the ones that show their source and decline when they are unsure.
What applies here
AI Engineering
Building AI systems and getting them into production, inside the constraints the environment imposes.
87% forecast precision on consumer transactions
AI Assurance
We test AI systems the way a security team tests infrastructure: adversarially, with documented evidence at the end.
Coverage boundary reported on every deliverable
Where it starts
Most work in legal begins one of two ways.
Discovery
Consultancy & diagnostics
Consultancy. We work with your teams to understand the data you hold, the processes running on top of it and where optimisation is genuinely available, then say plainly what is worth building and what is not.
Read moreFoundry
Engineering & delivery
Building. A senior-led team takes a decision, yours or one that came out of Discovery, through architecture, delivery and release, then stays with the system as load, scope and the business around it grow.
Read moreAlso in regulated practice