AI Chatbot for Insurance Companies

We design and deploy artificial intelligence systems: from prototype to production-ready solutions. Our team combines expertise in machine learning, data engineering and MLOps to make AI work not in the lab, but in real business.
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AI Chatbot for Insurance Companies
Medium
~1-2 weeks
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Development of AI Chatbot for Insurance Companies

Insurance chatbot covers full cycle: from product consultation to insurance claim submission. Greatest value — claims settlement automation, where each request requires data collection, documentation, and initial assessment.

Key Scenarios

Insurance Selection and Calculation:

  • Auto Insurance (OSAGO/CASCO): bot collects data (VIN, vehicle documents, driver experience), calculates cost, offers options
  • Health Insurance (DMS): program selection by criteria (clinic list, services, budget)
  • Property Insurance: guided questionnaire, instant calculation

Claims Settlement:

  • FNOL (First Notice of Loss): bot receives initial claim notification
  • Document Collection: completion instructions, photo upload directly in chat
  • Payment Status: insurance CRM integration

Policy Renewal:

  • Reminder at 30/14/7 days
  • Quick renewal without re-filling forms

FNOL Workflow

Client: "I had a car accident"
Bot: "Sorry to hear. Let's file a claim.
     1. Any injuries? If yes — call ambulance (103) first"
→ No injuries:
Bot: "Did you call traffic police or filing by European protocol?"
→ Collects: date/time/location, other party (if any),
           damage photos, accident diagram
→ Creates CRM ticket with case number
Bot: "Your case #UB-2024-4521 accepted. Insurance agent will contact within 24 hours.
     You can track status by this number."

Document Flow Through Bot

Client uploads photos/PDFs directly in chat: passport (data recognition via OCR), policy, accident documents. Bot verifies document (type, readability), extracts data, attaches to case.

Integrations

  • AIS Insurance / Guidewire / Duck Creek: insurer CRM
  • RSA Database: OSAGO policy verification
  • VIN/Traffic Authority API: vehicle data verification
  • Credit Bureau: for complex products

Metrics: % FNOL submitted via bot vs call center; time from claim filing to document receipt; NPS for settlement process.