Live Online Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course
Live online, instructor-led · next cohort Nov 2, 2026 · from USD 800
Many organisations launch a data governance council, publish policies and name stewards, then struggle to show that anything improved. Without measurement, funding fades and data problems return. Five days teach you to set up the metrics, reviews and evaluations that keep governance credible and visible to executives.
You translate governance objectives into a results framework, then define indicators for data quality dimensions such as accuracy, completeness, timeliness, consistency and uniqueness. Profiling, rule-based checks, issue logs and remediation tracking become routine monitoring. Stewardship is measured through role coverage, policy adherence, access reviews and lineage documentation. You apply maturity models such as DAMA-DMBOK and DCAM style assessments, plan baseline and follow-up evaluations, and examine how to link quality gains to business outcomes such as fewer reporting errors, faster audits and lower rework. Privacy and compliance monitoring, including consent and retention controls, is covered at an indicator level. Data governance leads, data stewards, M&E specialists, internal auditors, business intelligence managers and compliance officers in government, finance, health and development organisations will gain a monitoring plan and dashboard design. Delivery is classroom, online or in-house, with a CPD-accredited certificate.
At a Glance
How Live Online Training Works
Live online training, led by a trainer in real time, for participants anywhere.
More about live online training →- Format
- Live online, instructor-led
- Duration
- Mon - Fri (5 Days)
- Fee
- USD 800 (KES 80,000)
- Next start dates
- Nov 2, 2026, Nov 30, 2026, Dec 28, 2026
- Certificate
- Certificate of Completion
- What you need
- A computer with a reliable internet connection, a webcam and a headset
About this course
Data has become an asset that boards, regulators and donors expect to be controlled, yet governance programmes are often judged by activity rather than results. Policies approved, committees formed and training sessions held say little about whether decisions are now made on better information. Teams need a disciplined way to find out.
The Monitoring and Evaluation of Data Governance, Quality and Stewardship Training Course applies the methods of programme monitoring and evaluation to the data function. Participants learn to articulate a theory of change for governance, select meaningful indicators, set baselines and targets, and build routines that report progress. Technical content includes data quality measurement, profiling and thresholds, issue management, lineage and metadata coverage, and the measurement of stewardship responsibilities.
The course also covers periodic evaluation: maturity assessments, internal reviews, and ways to estimate the benefits and costs of better data. Sessions are practical, using sample datasets, scorecard templates and anonymised governance documents. Each participant leaves with a monitoring framework tailored to their organisation, ready to take to a data governance board.
Training Objectives
By the end of the course, participants will be able to:
- Develop a results framework linking data governance activities to business outcomes.
- Define and calculate data quality indicators across the core quality dimensions.
- Profile data and set thresholds, rules and alerts for routine monitoring.
- Measure stewardship performance through coverage, accountability and policy compliance.
- Run a data governance maturity assessment and interpret the results.
- Design baseline and follow-up evaluations of governance initiatives.
- Track issues from detection through remediation and root cause analysis.
- Present governance results through scorecards and dashboards for executives.
What you'll learn
Key Takeaways
Participants complete the programme with:
- A data governance monitoring framework with indicators, owners and frequencies.
- A data quality scorecard template for key datasets.
- A stewardship performance checklist.
- A completed maturity self-assessment with improvement priorities.
- A dashboard design for governance board reporting.
- An evaluation plan for a governance initiative.
Training Methodology
The course joins M&E practice with data management in a hands-on format, including:
- Practical profiling and scoring exercises on sample datasets
- Scorecard and dashboard templates adapted in class
- Case studies from public sector, finance and health data programmes
- Small-group maturity assessment role play
- Coaching on each participant's own monitoring framework
Day 1: Governance Objectives and Results Frameworks
- Components of data governance: policy, roles, standards and controls
- Why governance programmes struggle to show value
- Theory of change for a data governance programme
- Outputs, outcomes and impact in data management
- Stakeholders and their information needs
- Exercise: building a governance results chain
Day 2: Measuring Data Quality
- Quality dimensions: accuracy, completeness, validity, timeliness and uniqueness
- Critical data elements and prioritisation
- Profiling techniques and rule design
- Thresholds, tolerances and quality scoring
- Practical: profiling a sample customer or beneficiary dataset
- Issue logs and remediation tracking
Day 3: Stewardship, Metadata and Compliance Indicators
- Role clarity and stewardship coverage metrics
- Policy adherence and exception monitoring
- Metadata, catalogue and lineage completeness measures
- Access review and security control indicators
- Privacy, consent and retention monitoring
- Exercise: designing a stewardship scorecard
Day 4: Maturity Assessment and Evaluation
- Overview of DAMA-DMBOK knowledge areas and maturity models
- Running a maturity assessment with interviews and evidence
- Baselines, targets and trend analysis
- Evaluation questions for governance programmes
- Estimating benefits: fewer errors, faster reporting and reduced rework
- Case study: evaluating a master data initiative
Day 5: Reporting, Improvement and Sustainability
- Governance dashboards and executive scorecards
- Reporting cadence and meeting structures
- Root cause analysis and continuous improvement cycles
- Sustaining funding and engagement for governance
- Presentation of participants' monitoring frameworks
- Personal action plan and course review
The course serves those who build, run or assess data governance arrangements, including:
- Data governance managers and chief data officers' teams
- Data stewards and data owners in business units
- Monitoring, evaluation and learning specialists working with data systems
- Internal auditors and risk officers reviewing data controls
- Business intelligence and analytics managers
- Data protection and compliance officers
- Health information, statistics and registry managers
- Records and knowledge management professionals
Participants who complete the programme and its applied exercises earn a CPD-accredited Certificate of Completion from Vision Reach Global Consultancy.
Choose Where You Want to Learn
Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course Venues
KenyaNairobiNext Nov 9· 13 dates$1,500- KenyaMombasaNext Oct 26· 13 dates$1,600
- KenyaNaivashaNext Nov 2· 13 dates$1,500
- KenyaKisumuNext Oct 26· 13 dates$1,500
- KenyaMachakosNext Nov 2· 13 dates$1,600
UgandaKampalaNext Nov 2· 13 dates$1,900
RwandaKigaliNext Oct 26· 13 dates$1,900
TanzaniaArushaNext Nov 9· 13 dates$1,900- TanzaniaDodomaNext Oct 26· 13 dates$1,800
- TanzaniaDar es SalaamNext Oct 26· 13 dates$2,000
- TanzaniaZanzibarNext Nov 16· 13 dates$2,600
NigeriaLagosNext Nov 16· 13 dates$2,800- NigeriaAbujaNext Nov 9· 13 dates$2,800
South AfricaPretoriaNext Nov 2· 13 dates$3,200- South AfricaJohannesburgNext Nov 2· 13 dates$3,400
- South AfricaCape TownNext Oct 26· 13 dates$3,800
UAEDubaiNext Oct 26· 13 dates$3,800
GhanaAccraNext Nov 16· 13 dates$4,500
Scroll sideways to see all 18 cities →
Frequently Asked Questions About Live Online Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course
Everything you need to know about this course before you register.
By the end of the Monitoring and Evaluation of Data Governance, Quality & Stewardship programme, you'll be able to develop a results framework linking data governance activities to business outcomes, define and calculate data quality indicators across the core quality dimensions, profile data and set thresholds, rules and alerts for routine monitoring, and measure stewardship performance through coverage, accountability and policy compliance. The full breakdown of topics is covered session by session in the Course Outline tab above.
The course serves those who build, run or assess data governance arrangements, including: Data governance managers and chief data officers' teams, Data stewards and data owners in business units, Monitoring, evaluation and learning specialists working with data systems, Internal auditors and risk officers reviewing data controls, Business intelligence and analytics managers, Data protection and compliance officers, Health information, statistics and registry managers, and Records and knowledge management professionals.
Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course typically runs as 5 Days. It's available as in-person classroom, live virtual, and in-house corporate training — every course can also be delivered on-site for your team on dates that suit you.
Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course is scheduled in-classroom in Nairobi, Kenya, Mombasa, Kenya, Naivasha, Kenya, and Kisumu, Kenya, and 14 other locations, plus a live interactive virtual classroom you can join from anywhere. Check the schedule panel above for exact upcoming dates and fees in each location.
The next live virtual cohort of Monitoring and Evaluation of Data Governance, Quality & Stewardship starts November 2, 2026, with new classroom cohorts also running on a rolling basis. Pick a date and location in the schedule panel above, then click "Register for the Course" — it takes a few minutes and your seat is confirmed once payment or a signed purchase order is received.
Yes — delegates who meet the attendance requirement receive a Certificate of Completion for Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course from Vision Reach Global Consultancy, issued in the name you register with, so double-check the spelling at checkout.
Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course is pitched at intermediate professionals. If you're unsure whether it's the right fit for your current role or background, message our training advisors before you register and they'll help you confirm.
Fees for Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course vary by delivery location and format and are shown in real time in the schedule panel above once you pick a date. Register 3 or more delegates on the same course together and a 5% team discount is applied automatically — larger cohorts can request a custom corporate quote.
Yes — Monitoring and Evaluation of Data Governance, Quality & Stewardship Training Course can be delivered on-site at your offices (or virtually for distributed teams), with case studies and examples tailored to your industry and the specific challenges your team is working through. Switch to the "In-House" tab in the schedule panel above to request a proposal.
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