Metadata, Data Catalogues & the Semantic Layer
Make institutional data discoverable, governable and reusable.
The executive challenge
The problem this program solves
Your teams adopt metadata 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 metadata 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
- Construct a metadata roadmap sequenced by value, feasibility and risk.
- Defend a metadata investment case before a board that has been disappointed before.
- Commission metadata work and interrogate its outputs with an operator’s confidence.
- Distinguish metadata 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™
The Metadata Model Nobody Can Explain
A a fast-scaling e-commerce platform deployed a metadata model into daily operations. It performs — until a customer dispute, a journalist and the regulator arrive in the same week, and no one can reconstruct why the model decided what it decided.
Your decision: Pause the model pending an explainability rebuild, defend it as deployed, or restrict it to advisory use — each response signals something different to the regulator, the market and your own staff.
IPAT Data Lab™
A a regional telecommunications group suspects its metadata spending is aimed at the wrong customers — and the intuition cannot yet be defended in the boardroom.
Dataset: Synthetic metadata panel for a regional telecommunications group: 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 metadata 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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