Life, annuity, and benefits (L/A/B) carriers have moved AI into production, and the focus now is proving returns. Datos Insights research on 2026 AI implementations shows 73% have AI in production, up from 37% in 2025, while pilots fell from 53% to 13%. Enterprise-scale adoption remains limited. Advantage no longer comes from just having generative AI.
Investors judge startups on revenue potential and technology novelty. Carriers need a different test that starts with business outcomes. Datos Insights’ ABCD framework sorts startups by primary focus: analytics and data providers, business operations enablers, cognitive intelligence solutions, and digital-native carriers and distributors. It gives carriers consistent criteria for evaluating startups.
The report profiles 100 startups and five carrier priorities, including agentic AI governance. Use it to build a shortlist and test any startup with three questions. Does it advance the business strategy? Can the carrier operationalize it? What will the carrier learn from it?
Clients of Datos Insights’ Life, Annuities, & Benefits service can download this report.
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