Use cases

Where AI earns its budget

These are the workloads we are asked for most often, and the results teams have seen once they reached production.

Healthcare & Life Sciences

  • Clinical documentation summarisation with clinician review
  • Prior-authorisation packet assembly
  • Trial protocol and literature triage

40% less clinician documentation time

Financial Services

  • KYC and onboarding document review
  • Transaction narrative generation for investigators
  • Policy and regulation Q&A with citations

3x faster case handling

Insurance

  • First-notice-of-loss intake and triage
  • Claims document extraction with confidence routing
  • Fraud signal summarisation for adjusters

55% straight-through processing

Manufacturing & Supply Chain

  • Maintenance log analysis and failure prediction
  • Supplier contract obligation extraction
  • Shop-floor assistant over SOPs and manuals

18% fewer unplanned stoppages

Retail & E-commerce

  • Catalogue enrichment and attribute generation
  • Conversational merchandising and search
  • Returns reason clustering and root-cause analysis

12% lift in search conversion

Media & Technology

  • Content localisation pipelines
  • Developer copilots grounded in internal APIs
  • Automated release note and changelog generation

2x content throughput

Don't see your workload?

Most of our work starts as a use case nobody had a template for. Describe it and we will scope it.