Capability&Consequence

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Browse the publication by subject. A piece may appear under more than one topic when its argument crosses technical, operating and financial boundaries.

AI infrastructure

CAC-007
Essay

The Building Built for a Three-Year Machine

Long-term data centre commitments depend on short hardware cycles. Each party needs to price the exposure it actually holds.

CAC-008
Essay

Buying the Bottleneck

The SpaceX–Bloom acquisition thesis depends on benefits that require ownership and on risks the acquisition would still leave unresolved.

Accounting

CAC-007
Essay

The Building Built for a Three-Year Machine

Long-term data centre commitments depend on short hardware cycles. Each party needs to price the exposure it actually holds.

CAC-010
Essay

The Paragraph Everyone's Auditor Writes

Costco illustrates how a controlled transaction path could support several consequential AI workflows with distinct decision authorities.

Architecture

CAC-004
The Hidden Obligations of Enterprise AI · Part 1

The Model Will Be Gone Before the Product Is

Long-lived products need AI components that can be maintained and replaced throughout the support obligation.

CAC-004-G
Executive brief

The AI Dependency Your Validation Framework Doesn't Cover

A validated model can still create continuity risk if its replacement takes longer than the supplier allows.

CAC-010
Essay

The Paragraph Everyone's Auditor Writes

Costco illustrates how a controlled transaction path could support several consequential AI workflows with distinct decision authorities.

Banking

CAC-004
The Hidden Obligations of Enterprise AI · Part 1

The Model Will Be Gone Before the Product Is

Long-lived products need AI components that can be maintained and replaced throughout the support obligation.

CAC-005
The Hidden Obligations of Enterprise AI · Part 2

The Verification Shadow

Faster generation creates value only after the cost of verification, acceptance and exceptions is accounted for.

CAC-006
The Hidden Obligations of Enterprise AI · Part 3

The Three Clocks Behind the AI Business Case

Model capability, enterprise adoption and financial value move on different schedules. The investment case needs to connect them.

CAC-004-G
Executive brief

The AI Dependency Your Validation Framework Doesn't Cover

A validated model can still create continuity risk if its replacement takes longer than the supplier allows.

Capital allocation

CAC-006
The Hidden Obligations of Enterprise AI · Part 3

The Three Clocks Behind the AI Business Case

Model capability, enterprise adoption and financial value move on different schedules. The investment case needs to connect them.

CAC-007
Essay

The Building Built for a Three-Year Machine

Long-term data centre commitments depend on short hardware cycles. Each party needs to price the exposure it actually holds.

CAC-008
Essay

Buying the Bottleneck

The SpaceX–Bloom acquisition thesis depends on benefits that require ownership and on risks the acquisition would still leave unresolved.

CAC-004-F
Executive brief

Two Numbers You Will Be Asked For

Finance needs to establish how generative development affects the evidence and useful-life assumptions behind capitalised software.

Consulting

CAC-001
Professional Services in the Age of AI · Part 1

The Artifact Was Not the Whole Product

My 2022 prediction anticipated modular consulting delivery, but underestimated the capabilities surrounding the deliverable.

CAC-002
Professional Services in the Age of AI · Part 2

Who Owns the Consulting Platform?

Owning an advisory product does not settle who controls its distribution, client context or learning from deployment.

CAC-003
Professional Services in the Age of AI · Part 3

The Apprenticeship Problem

Automating junior delivery can improve current margins while removing experience needed to develop future judgement.

CAC-002-C
Executive brief

Before You Fund the Platform

A consulting platform investment needs an explicit position on the rights that sustain its business model.

Corporate finance

CAC-008
Essay

Buying the Bottleneck

The SpaceX–Bloom acquisition thesis depends on benefits that require ownership and on risks the acquisition would still leave unresolved.

Data centres

CAC-007
Essay

The Building Built for a Three-Year Machine

Long-term data centre commitments depend on short hardware cycles. Each party needs to price the exposure it actually holds.

Economics

CAC-001
Professional Services in the Age of AI · Part 1

The Artifact Was Not the Whole Product

My 2022 prediction anticipated modular consulting delivery, but underestimated the capabilities surrounding the deliverable.

CAC-002
Professional Services in the Age of AI · Part 2

Who Owns the Consulting Platform?

Owning an advisory product does not settle who controls its distribution, client context or learning from deployment.

CAC-003
Professional Services in the Age of AI · Part 3

The Apprenticeship Problem

Automating junior delivery can improve current margins while removing experience needed to develop future judgement.

CAC-005
The Hidden Obligations of Enterprise AI · Part 2

The Verification Shadow

Faster generation creates value only after the cost of verification, acceptance and exceptions is accounted for.

CAC-006
The Hidden Obligations of Enterprise AI · Part 3

The Three Clocks Behind the AI Business Case

Model capability, enterprise adoption and financial value move on different schedules. The investment case needs to connect them.

CAC-004-F
Executive brief

Two Numbers You Will Be Asked For

Finance needs to establish how generative development affects the evidence and useful-life assumptions behind capitalised software.

Energy

CAC-007
Essay

The Building Built for a Three-Year Machine

Long-term data centre commitments depend on short hardware cycles. Each party needs to price the exposure it actually holds.

CAC-008
Essay

Buying the Bottleneck

The SpaceX–Bloom acquisition thesis depends on benefits that require ownership and on risks the acquisition would still leave unresolved.

Enterprise AI

CAC-001
Professional Services in the Age of AI · Part 1

The Artifact Was Not the Whole Product

My 2022 prediction anticipated modular consulting delivery, but underestimated the capabilities surrounding the deliverable.

CAC-002
Professional Services in the Age of AI · Part 2

Who Owns the Consulting Platform?

Owning an advisory product does not settle who controls its distribution, client context or learning from deployment.

CAC-003
Professional Services in the Age of AI · Part 3

The Apprenticeship Problem

Automating junior delivery can improve current margins while removing experience needed to develop future judgement.

CAC-004
The Hidden Obligations of Enterprise AI · Part 1

The Model Will Be Gone Before the Product Is

Long-lived products need AI components that can be maintained and replaced throughout the support obligation.

CAC-005
The Hidden Obligations of Enterprise AI · Part 2

The Verification Shadow

Faster generation creates value only after the cost of verification, acceptance and exceptions is accounted for.

CAC-006
The Hidden Obligations of Enterprise AI · Part 3

The Three Clocks Behind the AI Business Case

Model capability, enterprise adoption and financial value move on different schedules. The investment case needs to connect them.

CAC-002-C
Executive brief

Before You Fund the Platform

A consulting platform investment needs an explicit position on the rights that sustain its business model.

CAC-004-F
Executive brief

Two Numbers You Will Be Asked For

Finance needs to establish how generative development affects the evidence and useful-life assumptions behind capitalised software.

CAC-004-G
Executive brief

The AI Dependency Your Validation Framework Doesn't Cover

A validated model can still create continuity risk if its replacement takes longer than the supplier allows.

CAC-009
Essay

When Experience Becomes a Liability

Executive hiring should test whether the conditions behind a candidate's scale credentials still fit the mandate.

CAC-010
Essay

The Paragraph Everyone's Auditor Writes

Costco illustrates how a controlled transaction path could support several consequential AI workflows with distinct decision authorities.

Executive hiring

CAC-009
Essay

When Experience Becomes a Liability

Executive hiring should test whether the conditions behind a candidate's scale credentials still fit the mandate.

Forecasting

CAC-001
Professional Services in the Age of AI · Part 1

The Artifact Was Not the Whole Product

My 2022 prediction anticipated modular consulting delivery, but underestimated the capabilities surrounding the deliverable.

Governance

CAC-001
Professional Services in the Age of AI · Part 1

The Artifact Was Not the Whole Product

My 2022 prediction anticipated modular consulting delivery, but underestimated the capabilities surrounding the deliverable.

CAC-003
Professional Services in the Age of AI · Part 3

The Apprenticeship Problem

Automating junior delivery can improve current margins while removing experience needed to develop future judgement.

CAC-004
The Hidden Obligations of Enterprise AI · Part 1

The Model Will Be Gone Before the Product Is

Long-lived products need AI components that can be maintained and replaced throughout the support obligation.

CAC-005
The Hidden Obligations of Enterprise AI · Part 2

The Verification Shadow

Faster generation creates value only after the cost of verification, acceptance and exceptions is accounted for.

CAC-004-F
Executive brief

Two Numbers You Will Be Asked For

Finance needs to establish how generative development affects the evidence and useful-life assumptions behind capitalised software.

CAC-004-G
Executive brief

The AI Dependency Your Validation Framework Doesn't Cover

A validated model can still create continuity risk if its replacement takes longer than the supplier allows.

CAC-009
Essay

When Experience Becomes a Liability

Executive hiring should test whether the conditions behind a candidate's scale credentials still fit the mandate.

CAC-010
Essay

The Paragraph Everyone's Auditor Writes

Costco illustrates how a controlled transaction path could support several consequential AI workflows with distinct decision authorities.

Healthcare

CAC-004
The Hidden Obligations of Enterprise AI · Part 1

The Model Will Be Gone Before the Product Is

Long-lived products need AI components that can be maintained and replaced throughout the support obligation.

CAC-005
The Hidden Obligations of Enterprise AI · Part 2

The Verification Shadow

Faster generation creates value only after the cost of verification, acceptance and exceptions is accounted for.

CAC-006
The Hidden Obligations of Enterprise AI · Part 3

The Three Clocks Behind the AI Business Case

Model capability, enterprise adoption and financial value move on different schedules. The investment case needs to connect them.

CAC-004-G
Executive brief

The AI Dependency Your Validation Framework Doesn't Cover

A validated model can still create continuity risk if its replacement takes longer than the supplier allows.

Industrial and embedded systems

CAC-004
The Hidden Obligations of Enterprise AI · Part 1

The Model Will Be Gone Before the Product Is

Long-lived products need AI components that can be maintained and replaced throughout the support obligation.

CAC-005
The Hidden Obligations of Enterprise AI · Part 2

The Verification Shadow

Faster generation creates value only after the cost of verification, acceptance and exceptions is accounted for.

Mergers and acquisitions

CAC-008
Essay

Buying the Bottleneck

The SpaceX–Bloom acquisition thesis depends on benefits that require ownership and on risks the acquisition would still leave unresolved.

Operating models

CAC-001
Professional Services in the Age of AI · Part 1

The Artifact Was Not the Whole Product

My 2022 prediction anticipated modular consulting delivery, but underestimated the capabilities surrounding the deliverable.

CAC-002
Professional Services in the Age of AI · Part 2

Who Owns the Consulting Platform?

Owning an advisory product does not settle who controls its distribution, client context or learning from deployment.

CAC-003
Professional Services in the Age of AI · Part 3

The Apprenticeship Problem

Automating junior delivery can improve current margins while removing experience needed to develop future judgement.

CAC-005
The Hidden Obligations of Enterprise AI · Part 2

The Verification Shadow

Faster generation creates value only after the cost of verification, acceptance and exceptions is accounted for.

CAC-006
The Hidden Obligations of Enterprise AI · Part 3

The Three Clocks Behind the AI Business Case

Model capability, enterprise adoption and financial value move on different schedules. The investment case needs to connect them.

CAC-002-C
Executive brief

Before You Fund the Platform

A consulting platform investment needs an explicit position on the rights that sustain its business model.

CAC-004-G
Executive brief

The AI Dependency Your Validation Framework Doesn't Cover

A validated model can still create continuity risk if its replacement takes longer than the supplier allows.

CAC-009
Essay

When Experience Becomes a Liability

Executive hiring should test whether the conditions behind a candidate's scale credentials still fit the mandate.

CAC-010
Essay

The Paragraph Everyone's Auditor Writes

Costco illustrates how a controlled transaction path could support several consequential AI workflows with distinct decision authorities.

Organisation design

CAC-009
Essay

When Experience Becomes a Liability

Executive hiring should test whether the conditions behind a candidate's scale credentials still fit the mandate.

Platforms

CAC-002
Professional Services in the Age of AI · Part 2

Who Owns the Consulting Platform?

Owning an advisory product does not settle who controls its distribution, client context or learning from deployment.

CAC-002-C
Executive brief

Before You Fund the Platform

A consulting platform investment needs an explicit position on the rights that sustain its business model.

Professional services

CAC-001
Professional Services in the Age of AI · Part 1

The Artifact Was Not the Whole Product

My 2022 prediction anticipated modular consulting delivery, but underestimated the capabilities surrounding the deliverable.

CAC-002
Professional Services in the Age of AI · Part 2

Who Owns the Consulting Platform?

Owning an advisory product does not settle who controls its distribution, client context or learning from deployment.

CAC-003
Professional Services in the Age of AI · Part 3

The Apprenticeship Problem

Automating junior delivery can improve current margins while removing experience needed to develop future judgement.

CAC-002-C
Executive brief

Before You Fund the Platform

A consulting platform investment needs an explicit position on the rights that sustain its business model.

Real estate

CAC-007
Essay

The Building Built for a Three-Year Machine

Long-term data centre commitments depend on short hardware cycles. Each party needs to price the exposure it actually holds.

Retail

CAC-010
Essay

The Paragraph Everyone's Auditor Writes

Costco illustrates how a controlled transaction path could support several consequential AI workflows with distinct decision authorities.

Strategy

CAC-002
Professional Services in the Age of AI · Part 2

Who Owns the Consulting Platform?

Owning an advisory product does not settle who controls its distribution, client context or learning from deployment.

CAC-004
The Hidden Obligations of Enterprise AI · Part 1

The Model Will Be Gone Before the Product Is

Long-lived products need AI components that can be maintained and replaced throughout the support obligation.

CAC-006
The Hidden Obligations of Enterprise AI · Part 3

The Three Clocks Behind the AI Business Case

Model capability, enterprise adoption and financial value move on different schedules. The investment case needs to connect them.

CAC-008
Essay

Buying the Bottleneck

The SpaceX–Bloom acquisition thesis depends on benefits that require ownership and on risks the acquisition would still leave unresolved.

CAC-002-C
Executive brief

Before You Fund the Platform

A consulting platform investment needs an explicit position on the rights that sustain its business model.

Structured finance

CAC-007
Essay

The Building Built for a Three-Year Machine

Long-term data centre commitments depend on short hardware cycles. Each party needs to price the exposure it actually holds.

Talent

CAC-003
Professional Services in the Age of AI · Part 3

The Apprenticeship Problem

Automating junior delivery can improve current margins while removing experience needed to develop future judgement.

CAC-009
Essay

When Experience Becomes a Liability

Executive hiring should test whether the conditions behind a candidate's scale credentials still fit the mandate.