If everyone has AI, where does competitive advantage move?
04 — Finance
The business becomes simulatable.
Finance stops describing last quarter and starts running the business as a model. Every figure here is invented for discussion.
TUESDAY — 17 SEPTEMBER 2029A normal day. Nothing unusual.
Switch roleFinance control tower
Illustrative scenarioFinance 2029
Revenue (indexed)107
2026 baseline = 100
Expense ratio26.6%
Lower is better
Combined ratio95.6%
Pressured by external AI competition
Underwriting capacity131
Indexed submissions per underwriter
Cost per submission£134
Fully loaded, illustrative
Processing time17.7 hrs
Submission to indicative quote
Human referrals36%
Share of cases touched by a human
AI operating cost13 idx
Compute, tooling, assurance
What if?
Move the organisation, not the model.
Adoption, autonomy and human involvement are organisational choices, not technology ones. They move the numbers above in different directions.
AI adoption45% — Medium
LowMediumHigh
AI autonomyAgent
AssistantAgentAutonomous
Human involvementMedium
HighMediumException-based
Processing time17.7 hrs
Submission to indicative quote
Underwriting capacity131
Indexed submissions per underwriter
Manual work76 idx
Gathering, chasing, re-keying
Governance complexity46 idx
Controls needed to operate safely
Productivity is not the only variable.
The real question
What do we do with the capacity AI creates?
AI creates capacity. Strategy determines where that capacity goes.