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Vision Reach Global
Research, Data Management and Business Intelligence

Live Online Professional Data Governance, Quality & Stewardship Training Course

Live online, instructor-led · next cohort Nov 16, 2026 · from USD 800

When two departments report different customer numbers, or an audit cannot trace where a figure came from, the problem is rarely technology. It is a lack of ownership, agreed definitions and routine quality checks. Five days give experienced data and business professionals a working model for putting this right. You build a governance framework from first principles: charter, council, policies, decision rights and the roles of owners, custodians and stewards, aligned to the DAMA-DMBOK and DCAM-style practice.

Upcoming live online sessions

Live Online

Nov 16 – 20, 2026

$800

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Live Online

Dec 14 – 18, 2026

$800

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Live Online

Jan 11 – 15, 2027

$800

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Live Online

Feb 8 – 12, 2027

$800

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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 16, 2026, Dec 14, 2026, Jan 11, 2027
Certificate
Certificate of Completion
What you need
A computer with a reliable internet connection, a webcam and a headset

About this course

Organisations now depend on data for regulatory returns, performance reporting, donor accountability and artificial intelligence, and each of those uses magnifies the cost of bad records. Duplicate customers, inconsistent codes, missing fields and untraceable spreadsheets slow decisions and create exposure under data protection and audit rules. Technology alone cannot fix this; people must be given clear authority and routines.

The Professional Data Governance, Quality & Stewardship Training Course is aimed at practitioners who must make governance work in a real institution. It explains why governance programmes stall and how to secure sponsorship, define scope and sequence the first year. Participants design the governance structure, write policies and standards, and assign accountability. The quality module teaches measurement, tools and remediation cycles, while the stewardship module covers day-to-day responsibilities, escalation and communication. Supporting topics include metadata management, master data, classification, retention and the controls expected under privacy laws.

The approach is workshop-based. Using sample datasets and organisation charts, participants profile data, define rules and scorecards, map stewards to data domains, and draft a roadmap with early wins. They leave with templates and a clear first-ninety-day plan for their own organisation.

Training Objectives

By the end of the course, participants will be able to:

  • Explain the components of a data governance framework and how they fit together.
  • Define data ownership, custodianship and stewardship roles with decision rights.
  • Draft data policies, standards and a governance charter.
  • Profile datasets and measure quality across accuracy, completeness, validity, uniqueness and timeliness.
  • Write data quality rules and manage issues from detection to resolution.
  • Build a business glossary and describe the role of catalogues and lineage.
  • Apply master data, classification and retention principles.
  • Plan a phased governance roadmap with measurable results.

What you'll learn

Explain the components of a data governance framework and how they fit together.
Define data ownership, custodianship and stewardship roles with decision rights.
Draft data policies, standards and a governance charter.
Profile datasets and measure quality across accuracy, completeness, validity, uniqueness and timeliness.
Write data quality rules and manage issues from detection to resolution.
Build a business glossary and describe the role of catalogues and lineage.
Apply master data, classification and retention principles.
Plan a phased governance roadmap with measurable results.

Key Takeaways

Participants leave the course with:

  • A governance charter and operating model outline for their organisation.
  • A responsibility matrix naming owners, custodians and stewards for key data domains.
  • A set of written data quality rules with thresholds and a scoring template.
  • A starter business glossary entry format and metadata checklist.
  • An issue log and escalation procedure for data problems.
  • A first ninety-day plan with early quick wins.

Training Methodology

The course is a working session for practitioners rather than a lecture series. It includes:

  • Concise framework briefings tied to practical templates
  • Hands-on profiling and rule-writing with sample datasets
  • Workshops to design roles, charters and escalation routes
  • Role-play of a stewardship forum resolving a quality issue
  • Peer review of each participant's roadmap
FAQ

Frequently Asked Questions About Live Online Professional Data Governance, Quality & Stewardship Training Course

Everything you need to know about this course before you register.

By the end of the Professional Data Governance, Quality & Stewardship programme, you'll be able to explain the components of a data governance framework and how they fit together, define data ownership, custodianship and stewardship roles with decision rights, draft data policies, standards and a governance charter, and profile datasets and measure quality across accuracy, completeness, validity, uniqueness and timeliness. The full breakdown of topics is covered session by session in the Course Outline tab above.

Still have questions about Live Online Professional Data Governance, Quality & Stewardship Training Course? Chat with an advisor·Visit the full FAQ

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What Our Clients Say

VRG brings strategic discipline to complex organizational challenges. Their approach is structured, data-driven, and outcome-focused.

Levis Wabwire

Levis Wabwire

Managing Director

They facilitated our strategy review, we improved departmental KPI alignment by 35% and reduced operational bottlenecks significantly.

David Oketch

David Oketch

Strategy Lead

Employee engagement scores increased following the leadership training program. The difference in accountability culture is evident.

Wendy Albright

Wendy Albright

Program Manager

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