AI use cases, by industry.
Short descriptions of use cases we can explore with you. Each industry links to a page with its workflows, constraints and where we would start.
Browse use cases.
Use cases are illustrations of what is possible, not claims of past projects. Each one still needs a workflow, data and an owner.
- KYC file preparation
Assemble and pre-check onboarding files so analysts review exceptions instead of every field.
- Complaint triage
Classify complaints, flag regulatory categories and draft responses for review.
- Transaction monitoring support
Summarize alert context and history so investigators start from a prepared case.
- Internal policy assistant
Grounded answers on procedures and product terms for operations and service staff.
- Intake document classification
Sort and index incoming faxes, scans and portal uploads so the right team sees them first.
- Denial and appeal preparation
Gather the relevant records and payer policy text so staff draft appeals from a prepared file.
- Medical information and SOP assistant
Grounded answers on approved internal content for staff, with citations and escalation to a specialist.
- Literature and source summarization
Summaries of documents a team has already selected, with every claim linked to its passage for human verification.
- Catalog attribute completion
Fill gaps in size, material and compatibility fields for merchandiser review.
- Service deflection with handoff
Resolve routine order questions and pass the rest to agents with a summary.
- Demand and markdown planning support
Item-level forecasts and exception lists that planners adjust and approve.
- Search and recommendations
Relevance and suggestions tuned to your catalog and measured against a control.
- Maintenance prioritization
Rank assets by risk signals so planners schedule inspections where they matter.
- Defect detection support
Flag likely surface or assembly defects for operator confirmation.
- Shift handover summaries
Summarize logs, alarms and open issues so the incoming shift starts informed.
- Supplier document checks
Compare certificates and inspection reports against specifications and flag mismatches.
- Proof of delivery capture
Read signed receipts and photos, match them to shipments and flag missing or damaged items.
- Customer status updates
Answer where-is-my-shipment questions from live tracking with clear handoff for exceptions.
- Dock and labor planning
Forecast inbound and outbound volume by day so supervisors plan staffing.
- Carrier email triage
Classify inbound carrier and customer emails and attach them to the right shipment.
- In-app help assistant
Answers grounded in your docs and the customer's own configuration.
- Semantic search across customer data
Search that understands intent, scoped to what each user is allowed to see.
- Ticket triage and drafting
Classify, route and draft responses for support agents to review.
- Code review and test support
Suggestions on pull requests and generated test cases for engineers to accept.
- Claim file summarization
Summarize correspondence, reports and notes so an adjuster picks up a file quickly.
- Loss run extraction
Turn broker loss runs in varied layouts into structured data for pricing review.
- Fraud indicator review
Flag patterns worth a closer look and assemble the evidence for a special investigations team.
- Subrogation opportunity flags
Identify claims with likely third-party recovery for a specialist to assess.
- Pre-arrival messaging
Answer pre-stay questions and capture requests before the guest arrives.
- Review and feedback analysis
Group guest comments by theme and property so managers see recurring issues.
- Voice reservations support
Handle routine booking calls and pass complex ones to agents with a summary.
- Offer personalization
Suggest relevant upgrades and add-ons based on stay history and consented preferences.
- Vegetation and defect screening
Flag likely encroachment or damage in inspection imagery for engineer review.
- Work order summarization
Summarize asset history before a crew visit so they arrive prepared.
- Load and demand forecasting support
Forecasts by feeder or region that planners compare with their existing methods.
- Customer outage assistant
Answer outage and restoration questions from live status data across channels.
- Form completion assistance
Guide residents through applications and explain what each document is for.
- Freedom of information request triage
Classify requests and locate candidate records for an officer to review.
- Meeting and consultation summaries
Summarize public comments by theme with links back to each submission.
- Internal guidance assistant
Cited answers on internal policy for new and experienced staff.
Found something close to your problem?
Tell us about the workflow or product. We reply with questions, a suggested first step and who would work on it.