AI value realisation for executives

AI investment needs a value decision, not another use case list.

Use the AI Value Realisation Playbook and a 24-question assessment to define value, test evidence, assign workflow ownership and decide what to fund, change or stop.

The AI value realisation playbook cover will appear here

The working decision

A working reference for AI funding decisions.

The assessment identifies the first decision to bring into the executive conversation.

Value definition
Evidence and measurement
Workflow ownership

The executive problem

AI programmes stall on the value decision, not on the technology.

A portfolio can run for a year and still be unable to answer which workflow changed, who owns that workflow now and what the change is worth. The six conditions below are where that answer usually goes missing.

01

Value definition

Whether the intended value is written as a business outcome rather than a list of tools or pilots.

02

Evidence and measurement

Whether a baseline exists, so any claimed improvement can be compared with something real.

03

Workflow ownership

Whether a named person owns the workflow being changed, not only the technology delivering it.

04

Capability and adoption

Whether the people doing the work can actually use the change in the course of a normal day.

A working visual

Move from use case to funded value

A use case earns investment when a workflow owner and measure make the value visible.

This visual is a discussion aid, not a score. Your assessment result identifies where the next decision needs more evidence.

Value chain ladder

Move from use case to funded value

A use case earns investment when a workflow owner and measure make the value visible.

01
Use case
02
Workflow
03
Measure
04
Fund or stop

Illustrative sequence. No financial value is implied.

24-question AI value gap assessment

Find the gap between AI activity and business value.

The 24 questions test whether the constraint is value definition, evidence, workflow ownership, capability, governance or executive ownership.

Value definition

Evidence and measurement

Workflow ownership

Capability and adoption

Governance and risk

Executive ownership

24 questionsDirectional result

AI Value Gap Assessment

24 questions across value definition, evidence, workflow, capability, governance and executive ownership.

This is a practical self check, not certification or assurance.

50-card executive playbook

A working reference for AI funding decisions.

The playbook covers use case selection, financial measures, workflow ownership, human work, governance, investment gates and a 90 day sequence.

The PDF is stored and released through the Admin Resources system. It is not embedded from Gamma.

The playbook will appear here once its PDF and cover are uploaded and activated in Admin Resources.

Where this leads

The assessment points to the decision. The service helps install it.

The assessment frames the decision. The AI Implementation and Strategy Execution service helps connect the portfolio to real workflows, owners, measures and operating cadence.

Explore AI Implementation and Strategy Execution

Questions executives ask before starting