Data Governance Training & Enablement
A framework nobody understands is just another slide deck.
People do not change how they work because a policy says so. They change when they understand why data matters, what their role is, and what good looks like. That is what training is for, and it is where data excellence either takes hold or quietly stalls.
Change & Communication
Change & communication wraps the whole program: awareness, role nominations, open hours and a community that keep it alive after rollout.
Data Officer
Data Officer: steers governance in the unit and carries the mandate. The bridge between strategy and the day to day.
Data Owner
Data Owner: decides on and answers for the data in a domain, including who may use it.
Data Steward
Data Steward: keeps data documented and in good shape day to day.
Base Training · for everyone
Base training: a short, shared session everyone takes. The floor every role training builds on.
Change & CommunicationChange & communication wraps the whole program: awareness, role nominations, open hours and a community that keep it alive after rollout.
Who we work with
Where to Start
Start With a Strategy, Not Slides.
Before any training, we set the plan: who needs to be trained, how deeply, and on which topics. The first step is mapping your stakeholders, so the right people get the right message at the right depth.
| Stakeholder | Inform | Engage | Enable |
|---|---|---|---|
| Leadership & sponsors | Core | Not covered | Not covered |
| Middle management | Core | Supporting | Not covered |
| Key stakeholders & influencers | Not covered | Core | Supporting |
| Data role holders | Not covered | Supporting | Core |
| Everyday data users | Not covered | Not covered | Core |
Leadership & sponsors
Why data excellence matters now and what it changes. Kept short and high-level, focused on direction and buy-in.
- Level: Inform
- Depth: high-level
- Format: briefing
Middle management
What the program means for their teams and how to back it. Enough to support and unblock their people.
- Level: Inform & Engage
- Depth: overview
- Format: team briefing
Key stakeholders & influencers
The framework, the roles, and how they connect. Brought in to shape and champion the program.
- Level: Engage
- Depth: working sessions
- Format: workshops
Data role holders
Hands-on capability for officers, owners and stewards to carry their role with confidence.
- Level: Enable
- Depth: deep
- Format: role workshops
Everyday data users
What good data handling looks like in daily work, delivered through the short base training.
- Level: Enable
- Depth: base
- Format: e-learning
Why Training
Defined Is Not the Same as Lived.
You can write the best framework in the world. If the people who own, steward and use the data do not understand it, nothing changes in the daily work. Training is how a framework turns into a data culture, the shared habits and language that make governance stick.
A framework on paper
Rules and roles exist, but they live in documents nobody opens.
Named, but unsure
People hold data roles without a clear picture of what to actually do.
Everyone touches data
Yet most have never been told what good data handling looks like.
Culture shifts with people
A data culture is built through understanding and habit, not a one-off memo.
How It Fits Together
The Three Pillars of Enablement.
Communication builds the awareness, training builds the capability, and enablement keeps it alive. Together they make a framework stick.
Communication
Build awareness and set expectations.
Training
Build real capability in your people.
Enablement
Keep the knowledge alive after rollout.
An Example Plan
From Announcement to Tool Training.
Communication and training run as one road, sequenced across the rollout. An illustrative path, tailored to your timeline in practice.
- Phase 1
Announce
Program introduction
Framework & roles explained
- Phase 2
Name the roles
Role nominations
Data Office set in the line
- Phase 3
Train
Base training for everyone
Role trainings for the holders
- Phase 4
Tool & embed
Tool training, hands-on
Community & open hours
Base Training
Everyone Starts on the Same Page.
A short, accessible session that gives the whole organization a shared understanding of data excellence. Open to everyone, and a must for anyone holding a data role. It is the floor every role training builds on.
- Who it is for
- Open to all employees including leadership. Mandatory for every nominated data role holder.
- Duration
- Around 15 minutes, designed to be easy to take and easy to repeat.
- Formats
- Whatever reaches your people best.
- E-learning
- Quick reference cards
- Micro-learning videos
- Brochures
- Gamification
1 · Grounding & terminology
What data are, and why they matter
- Tables
- Docs
- Media
- Sensors
- What it covers
- What are data, what is information, and why are data a strategic asset today. We start from the very basics so everyone is on board.
- Topics
- Structured vs unstructured
- Metadata
- Master data
- Transaction data
2 · What data excellence is
The idea and the building blocks
- Find
- Understand
- Trust
- Reuse
- What it covers
- The idea, the building blocks, and the real problems that show up when data is not governed. Explained with plain analogies, not jargon.
- Topics
- Find
- Understand
- Trust
- Reuse
3 · Your context
Your framework, roles and catalogue
- What it covers
- Your own framework, the key roles like data owner and data steward, and the data catalogue, all shown in your house, not a generic one.
- Topics
- The House
- Roles
- Data catalogue
4 · How it works in practice
A real walkthrough, end to end
- Request
- Approve
- Access
- What it covers
- A simple walkthrough of a real situation, like a data access request, so people see how the pieces fit and where to find the right contact.
- Topics
- Access request
- Who to ask
- Hands-on
Inside the Base Training
What Is Data?
We start with the basics. Data come in more shapes than most people expect, so we make it tangible first, then go one level deeper.
DataThe raw material of every decision
- Meter readings
- Master data
- Invoices
- PDF documents
- Emails
- Sensor data
- Images & video
- Spreadsheets
Metadata
Data that describe other data, giving context on meaning, source and ownership. Without them, data are there but hard to find.
- Title
- Owner
- Source
- Last updated
Master data
The stable core of the business, like customers, assets and contracts. Rarely changes, but used almost everywhere.
- Customers
- Assets
- Contracts
Transaction data
The moving record of what actually happens day to day. The basis for analysis, steering and optimization.
- Readings
- Bookings
- Consumption
And by how structured they are
Structured data
Neatly organized in rows and columns, like database tables. Easy to query and analyze.
- Tables
- Meter readings
- Transactions
Semi-structured data
Some structure through tags or keys, but no fixed schema. Flexible, and still machine-readable.
- JSON
- XML
- Log files
Unstructured data
No predefined model: free text, media and documents. The largest and fastest-growing share.
- Emails
- PDFs
- Images & video
Role Trainings
We Start Deep, Role by Role.
Each role carries a different responsibility, so each gets its own training. Pick a role to see what it covers and what every holder should walk away with.
Data Officer
- The role
- Drives governance in their part of the business and is the go-to contact. The bridge between strategy and the day to day.
- What the training covers
- Governance strategy and the officer mandate
- The economic value of data and maturity paths
- Core processes from the officer perspective
- Introducing and running the data catalogue
- Best practice exchange across the community
- We recommend:
- an in-person workshop with hands-on time, plus open hours as a follow-up Q&A.
- Every officer leaves able to
- Represent and defend the role in their unit
- Run the central governance processes in practice
- Explain the strategic value of data to others
- Introduce and operate the data catalogue
Data Owner
- The role
- Answers for a set of data. Decides who gets access, judges its quality, and stands behind it.
- What the training covers
- The role, its powers, and the line to the steward
- Deciding data access on real scenarios
- What data quality means and how to judge it
- Communicating governance and supporting change
- Onboarding guide and who to turn to
- We recommend:
- an in-person workshop as the main session, plus an onboarding guide to look things up later.
- Every owner leaves able to
- Know their responsibilities without second-guessing
- Make access decisions safely and by the rules
- Spot quality problems and escalate them
- Point people to the right support
Data Steward
- The role
- The hands-on role that keeps data in good shape. Documents it, maintains the catalogue, watches the quality.
Think of the steward as the one stirring the data soup, keeping it clean, labelled and usable while everyone else just enjoys the meal.
- What the training covers
- The role and where it differs from the owner
- Hands-on work in the data catalogue
- Defining quality rules and reading the reports
- Handling incidents and escalation
- We recommend:
- a hands-on workshop with exercises, supported by a skill check and short refresher videos.
- Every steward leaves able to
- Run operative governance tasks on their data
- Capture and maintain metadata in the catalogue
- Define quality rules and interpret the results
- Follow the incident and escalation process
How We Help
How We Approach the Topic.
Whatever shape your program is in, there is a way in. The one constant is that good training has to fit your framework, not a generic template.
We design and run it
From the plan to the last session, built around the framework we developed with you, so it is specific, not off the shelf.
Ready-made modules
Our suite includes base modules you can buy and start with. We then tailor them to your company, because generic only gets you so far.
We train your trainers
Prefer to scale internally. We upskill your people as trainers so they become the multipliers who carry it across the organization.
Formats
Pick the Format That Fits.
Reach and depth pull in different directions. Light formats scale to everyone, deeper formats build real capability. Most programs use a mix.
Self-service
For breadth, especially the base training.
- E-learning and micro-videos
- Quick reference cards
- Light on calendars
We recommend
In-person workshop
For the roles that matter most.
- Hands-on, deeper learning
- Builds buy-in and trust
- Plus an onboarding guide to revisit
Engaging extras
To keep attention and make it stick.
- Gamification and skill checks
- A data escape room
- Open hours for live questions
Engage Us
Ways to Start.
Begin with a free conversation, scope a fixed piece of work, or bring in experts as you need them.
Initial Consultation
Start Here
No Cost
60-minute expert conversation
- Ask us anything
- Initial enablement review
- Honest expert perspective
- No sales pitch, no commitment
Statement of Work
Recommended
Fixed Scope
Defined deliverables and timeline
- Communication & training plan
- Base training build
- Role trainings (Officer, Owner, Steward)
- Tool training & demos
- Train-the-trainer enablement
Time & Material
On Demand
Flexible as needed
- Experts on your schedule
- Content and facilitation support
- Train-the-trainer on demand
- Scale up or down, transparent rates
Get in Touch
Book a Walkthrough.
David LehrSenior Consultant