Executive summary

Insurers often struggle to balance user-friendly engagement with the rigorous data needed for underwriting. This paper outlines a technical roadmap for hybrid data-capture models that drive both customer satisfaction and actuarial precision.

What you’ll read

• Strategic tension: Balancing sales-led simplification with actuarial data needs.
• Interaction taxonomy: Comparing static forms, dynamic logic, and AI flows.
• The engagement paradox: Why users prefer intuitive chat, even if it takes longer.‍
• Hybrid architectures: Using WhatsApp and custom platforms for secure journeys.

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"Underwriting profit depends on how effectively a company acquires information to differentiate risk."

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