Insurance claim intake
- The workflow
- Collect a claim submission, policy details and supporting documents into a structured file with missing evidence listed.
- Human approval
- A claims handler assesses coverage and makes the decision.
Insurance / 22 workflow briefs
AI insurance operations use cases
Build a clearer path through claim documents, policy enquiries and underwriting evidence. Prepare complete files for the specialists who assess coverage, risk and the next action.
Workflow possibilities for a diagnostic. Scope, feasibility and approvals are agreed for your systems before a build begins.
A practical first step
Bring one real example.
Start with a completed case and its policy version, evidence checklist and approval history. Define which facts can be extracted and which interpretations must go to a qualified reviewer.
Workflows to scope with your team
Insurance dispute document review
- The workflow
- Locate relevant policy passages and correspondence for a dispute, retaining document references and a case chronology.
- Human approval
- The legal or claims owner evaluates the evidence.
Policy information lookup
- The workflow
- Retrieve policy clauses and endorsements relevant to a question, showing the applicable document version.
- Human approval
- An authorised insurance specialist interprets disputed coverage.
Underwriting evidence preparation
- The workflow
- Bring applicant-provided information and underwriting requirements into a review pack with inconsistencies highlighted.
- Human approval
- A qualified underwriter determines risk, terms and acceptance.
Insurance service coordination
- The workflow
- Connect chat, email and call enquiries to the same policy or claim record and prepare a consistent response.
- Human approval
- Insurance staff approve coverage explanations and account changes.
Insurance partner service review
- The workflow
- Compare partner service records with agreed checklists and assemble a review queue of missing evidence and late actions.
- Human approval
- The partner manager confirms findings and remediation.
Insurance compliance evidence checks
- The workflow
- Map internal policy and process records to a compliance checklist and identify evidence gaps for audit preparation.
- Human approval
- Compliance determines conformity and signs off findings.
Claim review prioritisation
- The workflow
- Organise claim files by documented urgency and missing evidence to help handlers plan their review queue.
- Human approval
- Claims staff confirm priority and assess severity themselves.
Premium scenario preparation
- The workflow
- Assemble approved rating inputs and proposed pricing scenarios, showing the assumptions behind each comparison.
- Human approval
- Authorised pricing and underwriting teams set premiums.
Insurance distribution reporting
- The workflow
- Combine policy, service and activity records into a partner performance report with consistent definitions.
- Human approval
- Distribution managers validate the report and decide interventions.
Policy amendment preparation
- The workflow
- Read a requested policy change, identify affected fields and prepare an endorsement draft and outstanding checks.
- Human approval
- An authorised policy administrator approves the amendment.
Claim document consistency checks
- The workflow
- Compare submitted documents for conflicting dates, values or identifiers and return page-level evidence for investigation.
- Human approval
- A specialist determines authenticity; inconsistencies are not accusations.
Policy renewal follow-up planning
- The workflow
- Identify approaching renewals and unresolved service issues, then prepare an account review and follow-up queue.
- Human approval
- The account owner decides outreach and renewal offers.
Medical claim evidence checks
- The workflow
- Compare submitted claim documents with policy requirements and list missing codes, records or authorisations.
- Human approval
- Qualified claims reviewers decide coverage and payment.
Underwriting data collection
- The workflow
- Gather approved application records and requested evidence into a structured underwriting file with source references.
- Human approval
- Underwriters verify inputs before assessing the application.
Incident report summarisation
- The workflow
- Turn submitted accident reports and correspondence into a dated summary, keeping conflicting accounts visible.
- Human approval
- The claims handler validates facts and determines their significance.
Insurance adviser learning support
- The workflow
- Prepare practice questions from approved product and process materials and point learners back to the relevant guidance.
- Human approval
- Trainers approve learning content and competency assessments.
Coverage review preparation
- The workflow
- Compare customer-stated needs with existing policy sections and assemble questions for a coverage review.
- Human approval
- An authorised adviser assesses needs and recommends changes.
Reinsurance clause comparison
- The workflow
- Compare a proposed reinsurance agreement with approved clause requirements and highlight departures with exact references.
- Human approval
- Legal and underwriting specialists approve terms.
Insurance complaint routing
- The workflow
- Read incoming complaints, identify deadlines and prepare a case handover with policy context and previous correspondence.
- Human approval
- The complaints owner confirms priority and the final response.
Claim progress updates
- The workflow
- Read the approved claim status and outstanding tasks to draft a clear update for the policyholder.
- Human approval
- The handler approves explanations of delays and consequential changes.
Insurance case evidence logs
- The workflow
- Assemble document versions, approval records and case actions into an ordered audit pack for a selected policy or claim.
- Human approval
- The case owner validates completeness before audit submission.
Make it yours
Start with the work that keeps coming back.
Bring one repeated task, the systems it touches and the person who approves the result. We will map the handovers, check the evidence and scope a workflow around your team.