Industries

Professional Services

Knowledge-intensive firms where expertise is trapped in documents and individual experience.

Professional Services

Where AI pays

  • Proposal and pitch production, which is assembly of things the firm has already written.
  • Knowledge access across engagements, where expertise is trapped in individual experience.
  • Research and first-draft analysis that currently consumes junior time.
  • Quality and consistency review against the firm's own standards.

Professional Services

Common use cases

  • Assemble a first-draft proposal from prior work, with credentials and CVs matched to the brief.
  • Answer internal questions from precedent, showing which engagement the answer came from.
  • Summarise a document set into an issues list for a reviewer to work from.
  • Check a deliverable against house style and methodology before it reaches a partner.

Professional Services

What constrains it

  • Client confidentiality and engagement separation: work product must not cross matters.
  • Conflicts checks apply to what the system can retrieve, not only to what people can see.
  • Professional liability rests with a named individual, so oversight has to be recorded.

Selected clients

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Knowledge-intensive firms where expertise is trapped in documents and individual experience.