Carlson BCMDistributionProtect retained judgment
- Workforce
- Distributor is the product
- Automation
- Automate admin, not relationship
- AI
- Workflow, not GenAI
- Authority
- Relationship authority retained
Protect the relationship
Insight · September 30, 2026
Six Insurance Value Chains. Six Different AI Strategies.
The mistake is asking what AI can do to insurance. The answer changes with the part of the enterprise you are trying to change.
Three transformation patternsProtect retained judgmentIndustrializeRedesign the work
New BusinessRedesign the work
- Workforce
- Clerk goes, underwriter stays
- Automation
- Automate around underwriting
- AI
- Deterministic intake
- Authority
- Underwriting gate remains
Kill the clerk, keep the underwriter
PolicyIndustrialize
- Workforce
- Almost no distinct workforce
- Automation
- Automate and forget
- AI
- Rules-engine territory
- Authority
- Delegable
Make it invisible
BillingIndustrialize
- Workforce
- Back-office analysts
- Automation
- Straight-through back office
- AI
- Deterministic
- Authority
- Exception gates
Industrialize
ClaimsProtect retained judgment
- Workforce
- Judgment workforce concentrates here
- Automation
- Automate around the examiner
- AI
- Analytical and generative matter
- Authority
- Adjudication ceiling
Shrink to the judgment core
CRMRedesign the work
- Workforce
- Most displaceable service role
- Automation
- Eliminate reasons for contact
- AI
- Thin generative surface
- Authority
- Delegable
Make the call unnecessary
Derived from the Carlson BCM insurance corpus · 3,384 governed capabilities · 134,202 strategic, operational and technology architecture attributions
Download the plateHow it was derived
Four properties, read across every capability in the value chain.
Each value chain was read across four governed properties of every capability in it: the workforce that performs the work, how far the work can be absorbed or automated, the class of intelligence the work admits, and where human authority must be retained.
The pattern a value chain shows across those four properties sets its strategy. Where retained judgment concentrates, the strategy protects it. Where the work is deterministic and authority is delegable, the strategy industrializes it. Where a role is displaceable, the strategy redesigns the work so the role is no longer needed.