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DECISION BRIEFING / 03

AI capability is accelerating.

Organisational readiness is not.

An examination of what happens when artificial intelligence becomes technically capable of changing work faster than the enterprise can change the economics, authority, and operating model around it. 

15 MIN READ

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IN THIS BRIEFING

01

The Economic Contradiction

02

The Productivity Capture Gap

03

The Same AI

04

The Reframing

05

Released Capacity

06

Decision Architecture

07

Capability & Capital

08

The Evidence Gates

09

The Conventional Route Succeeds

10

The Governed Result

11

The Causal Bridges

12

Cash & Enterprise Value

13

The Thesis Has Conditions

14

Decisions Required Now

15

E. Cartier Perspective

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DOWNLOAD THE FULL

DECISION BRIEFING (PDF)

PURPOSE & STARTING POSITION

The company does not have an AI problem.

It has an enterprise design problem that AI has exposed.

An international professional, technical and information services group enters the period from a position of strength. It is profitable, growing and institutionally credible. The board has not ignored AI. It may have done the opposite.

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THE SIGNAL

One flagship workflow falls from roughly 1,000 professional hours to 630. A major customer then asks why materially fewer hours should still attract materially the same fee and requests an 18% reduction.

​

£310m

Annual revenue across nine strategically important relationships approaching renewal or repricing.

CAPABILITY & CAPITAL

A £260m programme.
A more focused enterprise.

The group has already committed £74m and proposes an additional £260m. E. Cartier's analysis sequences the programme, rationalises the vendor estate and aligns capital with commercial outcomes.

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THE GOVERNED RESULT

Same technology.

A different enterprise.

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CASH & ENTERPRISE VALUE

Same multiple.

Different enterprise.

At a 9.0x EBITDA multiple, the difference in enterprise value between the technology led route and the E. Cartier governed route is £1.06bn.

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The question is not how much work AI can remove.

It is how much enterprise value the organisation is designed to retain when it does.

A private review of your AI strategy, commercial architecture and capital programme.

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