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.