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Agentic AI in Policy Servicing, Part 1: Where It Fits and Where It Does Not
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Faheem Shakeel : Oct 14, 2026, 10:23:40 AM
"Every system is perfectly designed to get the results it gets." Paul Batalden
Insurance planning often splits into two separate discussions. One side wants to cut costs by improving efficiency and reducing manual work. The other wants to grow the business through better customer experiences, stronger retention, and an answer to digital-native competitors.
These goals are usually treated as separate priorities when they should work together. They compete for the same budget. They report to different sponsors. They are measured on different scorecards. In almost every practical sense, they are the same project.
That split is the most expensive habit in insurance operations, and the core policy platform is where it becomes visible. Every dollar spent removing an internal handoff also removes a delay the policyholder was going to feel. Every unified customer record removes a question someone was going to be asked twice. Every rule-based decision removes an inconsistency a claimant was going to experience as unfairness. The efficiency work and the experience work are not adjacent. They are the same work, viewed from opposite ends of the same transaction.
Where the Split Came From
The origin is inheritance, not poor judgment. Insurance organizations were built around functions with hard boundaries, for good reasons. Underwriting owns risk selection. Claims owns indemnity. Actuarial owns pricing. Each function developed its own systems, its own vocabulary, and eventually its own budget line, and technology investment followed those contours because that is where the sponsorship sat.
The customer was never organized that way. A policyholder does not experience underwriting and then experience claims. They experience one relationship with one company across several moments, and they judge the whole by the worst of those moments. The functional structure that made the business governable also made the customer journey invisible to everyone responsible for a piece of it.
For decades this was tolerable, because competitors were structured identically and expectations were set by the industry. That condition no longer holds. The comparison set now includes every other digital service the customer uses, and none of them asks the customer to explain their history twice.
The Cost of Treating Them Separately
When the two agendas are funded apart, the failure mode is predictable and repeats. The experience program buys a customer portal. It looks excellent in the demo. It writes to its own database, because integrating with the core platform was scoped as a phase two that never received funding. Months later, service staff are rekeying portal submissions into the core system by hand, the customer sees a status that is two days stale, and the organization has added operational cost in the name of customer experience.
Meanwhile the efficiency program automates claims triage inside the core, cuts cycle time meaningfully, and reports the win internally. Nobody tells the claimant. The customer-facing metric does not move, so the finance committee concludes that operational investment does not affect satisfaction, and the split hardens for another cycle.
Both programs delivered what they promised. The organization got worse.
The same pattern appears earlier in the lifecycle, in a form that is harder to see because the evidence walks away. A quote journey that requires information the organization already holds, because the acquisition surface cannot reach the policy record, produces abandonment that never appears in any report. Nobody files a complaint about a form they gave up on. The efficiency cost of that disconnection is measured in underwriter time spent chasing data. The experience cost is measured in business that was never written. They have the same root, and they are counted, if at all, in different places.
Part 2 covers what the data shows and four practical shifts that follow from funding the two agendas as one investment.
Contributed by Faheem Shakeel, VP for Insurance, Damco Solutions.
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