Data Mesh, Data Products & Domain Ownership
Decide who owns data, who serves it, and who is accountable for its quality.
The executive challenge
The problem this program solves
Your teams adopt data mesh tools faster than the institution can govern them, and leadership cannot answer the board's simplest question: which decisions are now made by machines? Executives who cannot arbitrate between competing analytical claims end up outsourcing judgement to whoever presented last. This programme converts scattered data mesh pilots into a sequenced, governed portfolio — evidence before enthusiasm, value before volume.
Context
Why this matters now
Capability
What you will be able to do
- Evaluate where data mesh creates economic value across the organisation — and where it reliably does not.
- Govern data mesh models and data with controls that satisfy both boards and regulators.
- Price the build, buy and partner options for data mesh capability with real economics.
- Distinguish data mesh 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 Data Mesh
A newly appointed chief data officer at a multinational insurer inherits a data mesh 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 data mesh initiative worth proving in six weeks, name what gets stopped to fund it, and decide who owns the result.
IPAT Data Lab™
Three functions at a fast-scaling e-commerce platform report three different truths about the same data mesh question.
Dataset: Synthetic multi-source data mesh dataset — finance, operations and customer tables that disagree.
Your task: Reconcile the sources, build the single defensible view, and decide which dashboard the executive committee keeps.
A reconciled data mesh decision view and the data architecture behind it.
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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