Summer 2026

Perceptron ML

We make law firms AI-native.

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What they do

private AI systems for law firms trained on their own matters

How close to us

3, close

firm-specific memory for one firm type, but bespoke builds rather than one reusable layer

Wedges

  • W5 One layer for one type of small firm adjacent
L1 Company brain (knows the organisation) 2, clear
L2 Agent team (runs agents, tools, approvals) 1, light
L3 Does and learns (finishes, checks, measures, updates the brain) 1, light

Who buys

Firm size
sme
Buyer type
business
Role
law firm partner
UK
not known
Their own description (from YC)

We build AI systems for law firms, trained on each firm's own matters and deployed privately in their environment: timekeeping, intake and matter monitoring, research, discovery, and drafting. Our grounding engine verifies every fact against a primary source before a model can cite it, which is why firms trust us with work that off-the-shelf legal AI keeps getting wrong.

Full teardown

No full teardown yet. On the deep list.

Technical detail
Slug
perceptron-ml
Lens hash
179096c479
Pass
screen
Stale
no