Evaluate the bias, fairness and explainability obligations attaching to enterprise data catalogues.
Building Enterprise Data Catalogues and Improving Discoverability
Build a working method for enterprise data catalogues that stands up to scrutiny and survives daily pressure.
📍 Tunis🗓️ 5 training days📚 4 modules🎓 Accredited certificate
5intensive training days
4scientific modules
8training sessions
32detailed points
Course Overview
Boards are asking for measurable returns from enterprise data catalogues, not demonstrations. The constraint on this aspect of digital and data-driven work is rarely the model or the platform — it is the data and the operating discipline behind it. The programme builds the judgement to know which parts of this area of digital and data-driven work to standardise and which to leave flexible. Most organisations already have a policy on enterprise data catalogues; far fewer can show it working. Content is organised around the decisions practitioners actually face in the digital and data-driven work capability, not around theory headings. The material serves both public bodies and commercial organisations dealing with the digital and data-driven work discipline. The method assumes participants will be challenged on their handling of enterprise data catalogues and prepares them for it. The professional literature on this part of digital and data-driven work converges on a small set of controls that reliably work. Participants leave with a plan for the digital and data-driven work capability sized to what their organisation can realistically absorb.
Expected Learning Outcomes
Draw practical lessons from failures in enterprise data catalogues without assigning blame that suppresses reporting.
Apply a repeatable review cycle to enterprise data catalogues and act on what it produces.
Establish monitoring that detects model or service degradation in enterprise data catalogues before users report it.
Set retention, lineage and deletion rules for the data flowing through enterprise data catalogues.
Recognise early indicators that enterprise data catalogues is drifting away from its intended design.
Build the internal skills to operate enterprise data catalogues without permanent vendor dependency.
Who Should Attend
Product owners prioritising the roadmap for enterprise data catalogues.
Technology and digital transformation managers leading enterprise data catalogues.
Technical staff being prepared for supervisory responsibility over enterprise data catalogues.
Risk and compliance staff assessing the controls around enterprise data catalogues.
Operations managers whose processes are changed by enterprise data catalogues.
Staff seconded into improvement work on enterprise data catalogues.
Course Modules
Enterprise data catalogues: from pilot to production
2 sessions · 8 pointsSession 1Making enterprise data catalogues secure without making it unusable
- Identify where judgement in enterprise data catalogues is legitimate and where it is not.
- Agree who is on call for enterprise data catalogues outside working hours.
- Set escalation thresholds for enterprise data catalogues that work out of hours.
- Measure the current quality of the data feeding enterprise data catalogues before assuming it is usable.
Session 2Building lasting competence in enterprise data catalogues
- Define the exit route from the supplier supporting enterprise data catalogues.
- Draft the minimum viable delivery roadmap for enterprise data catalogues.
- Establish who is informed, consulted and accountable in enterprise data catalogues.
- Close out actions on enterprise data catalogues rather than leaving them open indefinitely.
Enterprise data catalogues: business case, scope and the data it depends on
2 sessions · 8 pointsSession 1Reading the true cost of running enterprise data catalogues
- Agree the indicators that will show whether enterprise data catalogues is improving.
- Set out how exceptions to enterprise data catalogues are requested and approved.
- Verify that enterprise data catalogues still performs when input volume doubles unexpectedly.
- Classify the data in enterprise data catalogues and apply access controls that match the classification.
Session 2Explaining enterprise data catalogues to people whose jobs it changes
- Compare the cost of enterprise data catalogues with the cost of its absence.
- Rehearse the briefing on enterprise data catalogues that would follow an incident.
- Specify the fallback path when enterprise data catalogues is unavailable.
- Establish the boundary of enterprise data catalogues and record what sits outside it.
Enterprise data catalogues: measuring benefit and retiring what it replaces
2 sessions · 8 pointsSession 1What breaks first when enterprise data catalogues meets real volume
- Plan the sequence in which improvements to enterprise data catalogues will be introduced.
- Test the procedure for enterprise data catalogues against a realistic scenario.
- Set the metrics that will show whether enterprise data catalogues is drifting from its intended behaviour.
- Set the review interval for enterprise data catalogues and who attends.
Session 2Testing enterprise data catalogues before relying on it
- Design the pilot for enterprise data catalogues so that a negative result is still useful.
- Identify every system enterprise data catalogues must read from or write to.
- Define the service level enterprise data catalogues must meet and what happens when it is missed.
- Build the user briefing that explains what enterprise data catalogues does and does not decide.
Enterprise data catalogues: security, privacy and regulatory obligation
2 sessions · 8 pointsSession 1Who owns enterprise data catalogues once the project team disbands
- Plan how enterprise data catalogues is versioned and how a bad release is rolled back.
- Identify the skills the team lacks to operate enterprise data catalogues independently.
- Record what was learned when enterprise data catalogues did not go as planned.
- Test enterprise data catalogues against edge cases drawn from real historical records.
Session 2The cost of enterprise data catalogues and how to present it
- Estimate compute and licensing cost for enterprise data catalogues at expected and at peak load.
- Anticipate the objections enterprise data catalogues will raise and prepare the answers.
- Establish what evidence demonstrates enterprise data catalogues is under control.
- Confirm the retention and deletion rules applied to data inside enterprise data catalogues.
Choose the package that suits you
Silver Package
At least 3 people
USD1,250
- Workshop or Program Participation
- Airport Transfers
- Customized Badge
- Expert Mentorship (Private Sessions)
- Supervision & Secretarial Services
- Accredited Certificate of Participation
- Complete Training Kit
- Coffee Break
- Closing Ceremony
Gold Package
At least 3 people
USD1,850
- 5-night stay in a 5-star hotel
- Workshop or Program Participation
- Airport Transfers
- Customized Badge
- Expert Mentorship (Private Sessions)
- Supervision & Secretarial Services
- Accredited Certificate of Participation
- Complete Training Kit
- Coffee Break
- Closing Ceremony
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