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INSURANCE / DATA + AI

Connect policy, claims and customer data with purpose.

A focused approach to integration and AI opportunities across insurance workflows.

Insurance workflows bring together policy information, customer interactions, documents and claims activity. A useful integration programme starts with the journey people need to complete, then works backwards to the information and systems that support it.

Choose a journey, not a platform list

Select one bounded workflow, such as helping a service team understand the status of a claim. Identify the questions people ask and the records they need. This provides a clearer starting point than attempting to connect every system at once.

Agree how records connect

Define identifiers and matching rules for customers, policies and claims. Consider exceptions, historical changes and duplicate records. Make it clear which system is authoritative for each type of information and how corrections reach connected systems.

Design for the difficult cases

Describe what should happen when an upstream service is unavailable, a document arrives late or an update is repeated. Make failures visible to the people responsible for resolving them. Include reconciliation and recovery in the delivery scope.

Use AI as assistance with clear review

Document classification, search and draft summaries can be useful candidates for exploration. Evaluate them using representative information, including incomplete and conflicting material. Keep source references visible and define the circumstances that require a human to check the output.

Look at the whole workflow

Assess the time spent finding information, checking an answer and correcting mistakes. A faster individual step may not improve the overall journey if it creates more review work elsewhere. Use feedback from the people doing the work to guide the next iteration.

THE TAKEAWAY

Start with a specific journey, connect the right records and make exceptions part of the design.

A general perspective for planning discussions. Your organisation’s requirements and specialist advice should guide implementation.

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