Expert-Led Legal AI
Build Legal AI That Handles Real-World Legal Complexity
LN Labs helps legal teams operationalise AI and helps AI teams build better training datasets, benchmarks, and evaluation environments grounded in expert legal judgement.
Legal expertise behind LN Labs
10,000+
Legal matters handled
100+
Legal & compliance experts
8+
Years supporting regulated companies
Choose your path
Two ways to build better legal AI.
For Legal Teams
Operationalise AI across your legal function.
Build legal brains, AI skills, and digital coworkers for corporate legal departments and law firms.
For AI Teams
Build and evaluate legal AI with expert legal data.
Create training datasets, benchmarks, and evaluations grounded in real-world legal decision-making.
Built across the legal AI value chain. LN Labs combines two perspectives: how legal experts perform complex knowledge work, and how AI systems reason, fail, and improve. That end-to-end view helps us design better legal AI systems, datasets, evaluations, and training environments.
What we build
From legal knowledge to AI-ready systems.
LN Labs turns expert legal judgement, legal workflows, and model behaviour insights into systems, benchmarks, evaluations, and training environments for legal AI.
Legal Brain
AI-readable knowledge layers for business context, templates, work products, regulations, playbooks, and institutional knowledge.
Legal Skills
AI-enabled workflows for obligation mapping, gap assessments, horizon scanning, contract review, DPA review, DSRs, and governance checks.
Training Data & Evals
Expert-generated tasks, legal reasoning benchmarks, evaluations, and training environments for legal AI agents.
Case studies
What real-world legal AI implementation looks like.
Examples of legal AI systems, benchmarks, and evaluations grounded in expert legal work.
AI Enablement
Saved 1 week of manual work with an AI-powered regulatory monitoring workflow.
Training Data & Evals
The scaffold around a model changed its score more than the model itself.
Training Data & Evals
Adding legal Skills lifted an open-source scaffold by +3 points — at a fraction of the cost.
Why LN Labs
Real legal expertise. Structured for AI.
LN Labs is built on the legal operating experience of Legal Nodes. We turn real legal work, expert judgement, and institutional knowledge into AI-ready systems, benchmarks, and evaluations.
Legal Nodes operating experience
8+ years supporting companies across legal, compliance, privacy, fintech, and AI governance matters.
Expert legal network
Access to legal and compliance experts across jurisdictions, practice areas, and regulatory domains.
Structured legal playbooks
Our work is grounded in legal workflows, decision trees, expert rules, templates, and real work products.
Evaluation-ready outputs
We design legal AI systems and datasets with measurable outputs, auditability, and model evaluation in mind.
Compliance by design
Governance, data handling, access controls, and audit trails are considered from the start.
Build legal AI that works in the real world.
Book a 30-minute intro call to discuss your legal AI enablement, benchmarks and evaluation needs.
Book an Intro Call