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Faster preparation. Professional judgement stays professional.

Law firms, in-house legal teams and professional services firms work through large volumes of documents under strict confidentiality. Much of the time goes into finding, comparing and summarising before expert judgement can be applied.

AI can accelerate that preparation. It cannot take responsibility for advice, and it must never invent authorities.

/ 01Sector workflows

Where AI helps

Example application 01

Contract review support

Extraction of key clauses and deviations from playbooks for lawyer review.

Example application 02

Precedent and knowledge search

Cited retrieval across internal precedents, templates and know-how.

Example application 03

Due diligence preparation

Data-room document classification and issue lists for review teams.

Example application 04

Matter summaries

Chronologies and summaries drafted from matter files with source links.

/ 02Governance

Considerations we design for

  • Matter-level access controls and ethical walls respected by retrieval.
  • Every extracted point linked to its source passage.
  • No training of shared models on client documents.
  • Clear labelling of AI-generated drafts for professional review.

Credible constraints

  • Outputs are drafts for qualified professionals, not legal advice.
  • Citations to external case law require verification against authoritative databases.

We do not claim sector certifications or regulatory approvals that we cannot evidence.

/ 04FAQ

Legal & Professional Services: questions

How do you prevent fabricated citations?

Systems answer only from retrieved documents and show the passage for every point. External authorities must be verified in authoritative databases before use.

Can ethical walls be enforced?

Yes. Matter permissions are carried into the index and applied before any content reaches the model.

AI in legal & professional services, done carefully

Start with a consultation that includes your risk and compliance colleagues. We will map opportunities against the constraints that apply to you.