AI Investment Appraisal & Value Realization
Treat AI as an investment class: value cases, hurdle rates and realised returns.
The executive challenge
The problem this program solves
Your teams adopt ai investment appraisal tools faster than the institution can govern them, and leadership cannot answer the board's simplest question: which decisions are now made by machines? The cost is not the spend; it is the two years of decisions made without evidence and the credibility spent on promises. This programme replaces tool curiosity with an investment logic: where ai investment appraisal creates value, what it should automate, what must remain human — and how to prove the return.
Context
Why this matters now
Capability
What you will be able to do
- Evaluate where ai investment appraisal creates economic value across the organisation — and where it reliably does not.
- Govern ai investment appraisal models and data with controls that satisfy both boards and regulators.
- Price the build, buy and partner options for ai investment appraisal capability with real economics.
- Distinguish ai investment appraisal automation opportunities from decisions where human judgement remains strategically important.
The IPAT Course Standard
The five-day journey
Each day is a deliberate progression in managerial capability — from strategic context, to analytical frameworks, to applied practice, to executive judgement under pressure, to a capstone that produces something your organisation keeps.
IPAT Signature Case™
Six Weeks to Prove AI Investment Appraisal
A newly appointed chief data officer at a multinational insurer inherits a ai investment appraisal mandate, one budget cycle to show value, and three functions that each claim ownership of the same dataset. The CEO wants a decision improved this quarter — not a strategy deck.
Your decision: Choose the single ai investment appraisal initiative worth proving in six weeks, name what gets stopped to fund it, and decide who owns the result.
IPAT Data Lab™
A a pan-African retail bank suspects its ai investment appraisal spending is aimed at the wrong customers — and the intuition cannot yet be defended in the boardroom.
Dataset: Synthetic ai investment appraisal panel for a pan-African retail bank: the tables, formats and quality gaps your team would find on day one.
Your task: Structure the data, segment and score it, and translate the model into one operating decision about where the money should go.
A ai investment appraisal decision memo backed by an analysis you built and can defend.
Data → Analysis → Decision, not Data → Code → Certificate
Day 5 · The Capstone
What will you change when you return to work?
Build a twelve-month analytical and AI roadmap for your organisation: the value case, the data foundations, the governance, and the first 90 days.
Methodology
Frameworks you will master
- • IPAT Data-to-Decision Framework™
- • IPAT Executive Capability Model™
- • Value-versus-feasibility portfolio analysis
- • CRISP-DM analytical lifecycle
- • Model risk management principles (SR 11-7 adapted)
Cohorts
Upcoming cohorts
New dates are being scheduled
Register with your preferred start date and our admissions team will match you to the next available cohort — or contact us to arrange an in-house delivery for your organisation.
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