Process insurance claims in seconds

Target Audience

Insurances, financial service providers

Challenge

Traditional insurance claims processing involves lengthy manual review, extensive paperwork, and settlement times measured in days or weeks. This creates customer frustration, high operational costs, and an adversarial relationship between insurers and policyholders. The industry average loss adjustment expense ratio runs around 10%.

Solution Approach

Lemonade built AI Jim, a claims bot powered by NLP and machine learning that handles the entire claims process digitally. Customers describe what happened via video to a chatbot. AI Jim assesses claims, verifies coverage, runs dozens of anti-fraud algorithms, and for approved claims, sends payment instructions directly to the customer's bank.

Value Add

AI Jim handles 96% of first notices of loss without human intervention, and approximately 55% of claims are fully automated with instant processing. Lemonade achieved an industry-leading 7.6% loss-adjustment-expense ratio (vs. ~10% industry standard).

How to Apply This

Assessing an insurance claim means reading through a lot of documentation. These are tasks for which language models are perfectly suited. While there are providers that focus on insurance-specific domains, you might have individual processes that call for an individual solution or need stricht regulatory compliance on the GDPR. In this case, adapting open-source AI (like Llama or Qwen) allows to run your individual solutions on EU-servers under your full control.
Whatever approach you choose, in order to come up with a good target process, you should ask yourself:

•In your process, which documents need to be processed?
•Which information is extracted from these documents, or what kinds of decisions are based on them?
•Which additional undocumented knowledge is necessary to run the process?
•On which other IT systems or processes does this specific process depend?
•What are the most time-consuming steps in your process for which an automation would create the highest savings?

Need guidance to create target pictures for automation scenarios in your insurance or finance processes? Reach out to me and book a free 30-minute feasibility call.