Five-year value capture for an AI-assisted claims negotiation system. Anonymized regional carrier profile.
Prepared by Vincent Oliver
Value Creation Operator
Scenario: Base Case
Client Value · 5-Year
—
Net of all fees paid to Agentic Assembly
Total Investment · 5-Year
—
Recurring at per-claim rate
Client Payback
—
On build investment
Headline figures reflect the selected scenario and the inputs below. Adjust any field to recalculate live.
Scenario
Conservatism is modeled as the share of claims realistically handled end-to-end by the system at steady state. Complex and disputed claims remain with human adjusters. Each scenario ramps through build, pilot, and full rollout rather than turning on at full value in month one.
Operating Inputs
Eligible claim volume
$
Loaded man-hours today
$
Per-claim fee to Agentic Assembly
months
No value captured
months
Partial rollout
$
One-time engagement fee
Value Drivers · Annual at Full Run-Rate
Labor cost eliminated
—
Computed · core driver
Time reallocated to higher-value work
$
Adjuster capacity
Revenue uplift
$
Faster settlement / leakage
Cost reduction
$
Error / rework / litigation
Pricing power
$
Optional
Labor cost eliminated is computed from volume and the per-claim spread. The remaining four are supporting value drivers identified in the audit; each scales with the same adoption ramp.
What Gets Built
Claim intake and classification. Reads and codes each claim the moment it arrives.
Automated negotiation drafting. Proposes settlement positions within policy guardrails.
Exception routing. Escalates complex or disputed claims to human adjusters.
Performance dashboard. Tracks cost per claim, cycle time, and realized savings.
Capability overview. Specific systems are scoped to your operation during the Opportunity Audit.
Five-Year Build-Up
Period
Claims automated
Client value
Agentic Assembly fees
Client cumulative
Year 1 is partial by design: value accrues only after build and pilot, then ramps to full run-rate. Years 2–5 run at the selected scenario's steady state. Client value is shown net of fees paid to Agentic Assembly, so the two columns never double-count.