Activate Data Governance

Create the rules of engagement for trusted data with a decision-focused framework.

The Situation

Data governance has become a critical lever as expanding AI initiatives increase the need for trustworthy data. Governance ensures the organization extracts maximum value from the use of data assets and capabilities, but many struggle to make this work in practice. Governance must first codify business judgment – clarifying who makes decisions, what trade‑offs define “good enough for the purpose,” and how shared ownership works across domains – so that management only executes where those decisions create measurable impact.

This research helps you define and activate a data governance framework that will steer, influence, and determine how your organization manages its data. The framework follows four phases and includes multiple templates and tools, such as a decision log, governance handbook, data domains primer, catalog entries, and policy package.

Define the decisions you need your organization to make by identifying your governance drivers, understanding your organizational context, and developing the “why” behind your data governance program.

Define your decision-making framework by tailoring the governance structure to fit your context, articulating roles and responsibilities, defining membership, and establish decision-making processes.

Establish critical guardrails in the form of policies and processes, plan how you’ll measure success, and finalize the governance structure.

Activate data governance within your organization by preparing day-1 agendas, securing strategic approval, and initiating governance processes.

Blueprint Contents

Activate Data Governance – Phases 1-4
Activate Data Governance Handbook
Data Governance Charter Template
Data Governance Day 1 Agenda
Activate Data Governance Workbook
Activate Data Governance Decision Log
Activate Data Governance Executive Communication Deck
Activate Data Governance Executive Communication Deck Example
Data Domains, Metadata, Catalogs, and Lineage Primer
Business Data Catalog
Acceptable Use of Data Policy
Data Classification Policy
Data Quality Policy
Data Retention Policy
Data Sharing Policy

Member Testimonials

After each Info-Tech experience, we ask our members to quantify the real-time savings, monetary impact, and project improvements our research helped them achieve. See our top member experiences for this blueprint and what our clients have to say.

9.3/10

Overall Impact

$125,868

Average $ Saved

Average Days Saved

Member Testimonials
Client	Columbia Mutual Insurance Company
Experience	Guided Implementation
Impact	10/10
$ Saved	$2,584
Days Saved	2
Testimonial

Member Testimonials
Client	RPC Inc.
Experience	Guided Implementation
Impact	10/10
$ Saved	$13,600
Days Saved	16
Testimonial

Member Testimonials
Client	American Automobile Association, Inc.
Experience	Guided Implementation
Impact	10/10
$ Saved	$34,000
Days Saved	20
Testimonial	Infotech did a great job informing the staff, and arming them with practical knowledge. Infotech did a great job informing the staff, and arming them with practical knowledge.

Member Testimonials
Client	Camico Mutual Insurance Company, Inc
Experience	Guided Implementation
Impact	10/10
$ Saved	$6,800
Days Saved	5
Testimonial	Expertise and ability to present us with tailored feedback and comprehensive material were great value adds Expertise and ability to present us with tailored feedback and comprehensive material were great value adds

Member Testimonials
Client	City of Atlanta / Atlanta Information Management (AIM)
Experience	Guided Implementation
Impact	10/10
$ Saved	$68,000
Days Saved	20
Testimonial

Member Testimonials
Client	Arkansas Department of the Military
Experience	Guided Implementation
Impact	10/10
$ Saved	$544K
Days Saved	44
Testimonial

Member Testimonials
Client	OU Health
Experience	Guided Implementation
Impact	10/10
$ Saved	$21,760
Days Saved	29
Testimonial	The most valuable part was being able to talk through real examples from our own organization and shaping the tools around what our audience actual... The most valuable part was being able to talk through real examples from our own organization and shaping the tools around what our audience actually needs. I genuinely felt listened to and understood by the team. The experience felt much more personal and genuinely connected than anything I’ve encountered before, especially when it came to truly understanding how the tools translate into real-world use.

Member Testimonials
Client	University of Southern Indiana
Experience	Guided Implementation
Impact	10/10
$ Saved	N/A
Days Saved	10
Testimonial	I had a very positive experience working with Crystal on data governance. While we do have a data governance model in place, I initially came in wi... I had a very positive experience working with Crystal on data governance. While we do have a data governance model in place, I initially came in with a broad but specific goal of moving forward with redeveloping and more formally establishing our governance program. It ended up being far more valuable to step back and walk through data strategy and road mapping first. That process helped surface and explicitly articulate work we were already doing, but in a way that connected it into a coherent, actionable system rather than a set of loosely related activities. Seeing our efforts mapped against the model clarified that not all initiatives carry the same weight or purpose, and it helped frame governance as a sequence that builds over time rather than a collection of buckets to manage. As someone who organizes complex work through systems, this perspective helped connect the bigger picture to near-term action and establish a stronger foundation for the next phases of governance work.

Member Testimonials
Client	Oregon Public Defense Services Commission
Experience	Guided Implementation
Impact	9/10
$ Saved	$13,600
Days Saved	20
Testimonial	I love how flexible InfoTech and the InfoTech consultants are with guided implementations and the advice and services they provide. This is the sec... I love how flexible InfoTech and the InfoTech consultants are with guided implementations and the advice and services they provide. This is the second time we have worked with Wayne, and I appreciate his expertise as well as laid-back, yet focused, approach.

Member Testimonials
Client	PRIDE Industries
Experience	Guided Implementation
Impact	10/10
$ Saved	$68,000
Days Saved	10
Testimonial

Member Testimonials
Client	Graebel Companies
Experience	Guided Implementation
Impact	8/10
$ Saved	N/A
Days Saved	N/A
Testimonial	Great insights, learnings, and methods/approaches to guide our journey. Content was a bit disconnect in various slides and decks, but overall work... Great insights, learnings, and methods/approaches to guide our journey. Content was a bit disconnect in various slides and decks, but overall worked out.

Member Testimonials
Client	Santa Clara County
Experience	Workshop
Impact	10/10
$ Saved	$1.22M
Days Saved	41
Testimonial

Member Testimonials
Client	Milwaukee County Transit System
Experience	Guided Implementation
Impact	9/10
$ Saved	N/A
Days Saved	2
Testimonial	The first meeting was very good and established a framework for future meetings. Answers above are best guess on first meeting alone which had lim... The first meeting was very good and established a framework for future meetings. Answers above are best guess on first meeting alone which had limited value beyond finding a common ground for future meeting and understanding,

Member Testimonials
Client	Milwaukee County Department of Administrative Services – Information Management Division (DAS-IMSD)
Experience	Guided Implementation
Impact	8/10
$ Saved	$13,600
Days Saved	10
Testimonial	Best part of the experience was having the materials relatable to my current work situation and budget. Igor was extremely helpful and knowledge ab... Best part of the experience was having the materials relatable to my current work situation and budget. Igor was extremely helpful and knowledge about the level of tools and funds needed to begin this project.

Member Testimonials
Client	Georgia Department Of Revenue
Experience	Guided Implementation
Impact	9/10
$ Saved	$27,880
Days Saved	20
Testimonial	Working with Crystal was the absolute best part of learning about Data Governance. I was extremely impressed with her product knowledge. Additional... Working with Crystal was the absolute best part of learning about Data Governance. I was extremely impressed with her product knowledge. Additionally, she showed great patient and understanding working with me, a real novice to say the least. The worst part is that we have to pump the brakes based on new information regarding our overall data governance strategy.

Member Testimonials
Client	Utah Transit Authority
Experience	Guided Implementation
Impact	9/10
$ Saved	$34,000
Days Saved	10
Testimonial	Greate discussion around governance and look forward continued help. Greate discussion around governance and look forward continued help.

Member Testimonials
Client	Natco Home Group
Experience	Guided Implementation
Impact	10/10
$ Saved	$37,400
Days Saved	5
Testimonial

Member Testimonials
Client	University Of North Dakota
Experience	Workshop
Impact	9/10
$ Saved	$68,000
Days Saved	20
Testimonial	It was a productive workshop and we all felt that we have something to go by now to get started on our data governance journey. thnx! It was a productive workshop and we all felt that we have something to go by now to get started on our data governance journey. thnx!

Member Testimonials
Client	Medcan
Experience	Guided Implementation
Impact	9/10
$ Saved	$5,000
Days Saved	5
Testimonial

Member Testimonials
Client	Denver Water
Experience	Workshop
Impact	10/10
$ Saved	N/A
Days Saved	N/A
Testimonial	The workshop was great. We have a lot of work ahead of us and will probably require more assistance in the long term. The workshop was great. We have a lot of work ahead of us and will probably require more assistance in the long term.

Member Testimonials
Client	Workers Federal Credit Union
Experience	Guided Implementation
Impact	9/10
$ Saved	N/A
Days Saved	N/A
Testimonial	Our organization is in the early stages of implementing Data Governance, and the context and framework provided by InfoTech, especially the additio... Our organization is in the early stages of implementing Data Governance, and the context and framework provided by InfoTech, especially the additional insights from Usman, have been invaluable. His contributions have already added great value and will continue to do so as we progress. We look forward to our continued partnership!

Member Testimonials
Client	Physicians Mutual Insurance Company
Experience	Guided Implementation
Impact	7/10
$ Saved	N/A
Days Saved	N/A
Testimonial	Usman was helpful and personable. Usman was helpful and personable.

Member Testimonials
Client	ANOH Gas Processing Company (AGPC)
Experience	Guided Implementation
Impact	10/10
$ Saved	$34,000
Days Saved	10
Testimonial

Member Testimonials
Client	City of Eugene
Experience	Workshop
Impact	10/10
$ Saved	$31,960
Days Saved	50
Testimonial	Areez is an amazing facilitator and is able to gather a group of disparate people from different parts of the organization together and bring focus... Areez is an amazing facilitator and is able to gather a group of disparate people from different parts of the organization together and bring focus and clarity to getting the essential elements of our data governance plan in place. We now have consensus, excitement, and initiatives to get off the ground. It would have taken us so long to try to do this piecemeal, and although it is hard to commit 4 straight days, it is very much worth it to do so. I can't say enough good things about Areez's skills to keep the group moving, making decisions, yet still allow for important and thorough conversations. He is simply one of the best facilitators I've worked with!

Member Testimonials
Client	Educational Computing Network of Ontario (ECNO)
Experience	Guided Implementation
Impact	9/10
$ Saved	N/A
Days Saved	N/A
Testimonial	The practical exercise at the end was very well received. The practical exercise at the end was very well received.

Member Testimonials
Client	Natco Home Group
Experience	Guided Implementation
Impact	10/10
$ Saved	$15,640
Days Saved	5
Testimonial	Wayne appears to be a very strong resource in terms of data governance and data classification. I look forward to working with him more. Wayne appears to be a very strong resource in terms of data governance and data classification. I look forward to working with him more.

Member Testimonials
Client	Feed The Children, Inc.
Experience	Workshop
Impact	10/10
$ Saved	N/A
Days Saved	N/A
Testimonial	The Data Governance workshop was exceptionally well-structured, offering a balanced approach that combined an overview of Data Governance principle... The Data Governance workshop was exceptionally well-structured, offering a balanced approach that combined an overview of Data Governance principles with in-depth discussions involving our child sponsorship and community partner subject matter experts. This effectively highlighted how Data Governance applies to our internal processes and daily activities. What consistently stands out is Paul's facilitation style. He creates an engaging and inclusive environment that encourages active participation, ensuring all attendees have the opportunity to contribute meaningfully to the discussion. At the conclusion of the workshop, participants expressed increased confidence in their understanding of Data Governance and their role in advancing our organizations efforts to implement effective data governance.

Member Testimonials
Client	Bob Barker Company, Inc.
Experience	Guided Implementation
Impact	10/10
$ Saved	$13,600
Days Saved	3
Testimonial

Member Testimonials
Client	Innovation Care Partners
Experience	Guided Implementation
Impact	10/10
$ Saved	N/A
Days Saved	95
Testimonial	Thank Usman Lakhani your experience, knowledge and open mind toward current status /use case help me and my team in how to move forward to impleme... Thank Usman Lakhani your experience, knowledge and open mind toward current status /use case help me and my team in how to move forward to implement data governance. Overall Usman Lakhani was able to identify how team can start making progress on data governance since the scope was really wide. Also to move forward from theory to implementation path. We will continue engagement based on progress made on the path or plan elaborated.

Member Testimonials
Client	University of Montana
Experience	Guided Implementation
Impact	8/10
$ Saved	N/A
Days Saved	2
Testimonial	Being able to hear experiences from other institutions the Info-Tech team has worked with was valuable. Being able to hear experiences from other institutions the Info-Tech team has worked with was valuable.

Member Testimonials
Client	Experience	Impact	$ Saved	Days Saved	Testimonial
Columbia Mutual Insurance Company	Guided Implementation	10/10	$2,584	2
RPC Inc.	Guided Implementation	10/10	$13,600	16
American Automobile Association, Inc.	Guided Implementation	10/10	$34,000	20	Infotech did a great job informing the staff, and arming them with practical knowledge. Infotech did a great job informing the staff, and arming them with practical knowledge.
Camico Mutual Insurance Company, Inc	Guided Implementation	10/10	$6,800	5	Expertise and ability to present us with tailored feedback and comprehensive material were great value adds Expertise and ability to present us with tailored feedback and comprehensive material were great value adds
City of Atlanta / Atlanta Information Management (AIM)	Guided Implementation	10/10	$68,000	20
Arkansas Department of the Military	Guided Implementation	10/10	$544K	44
OU Health	Guided Implementation	10/10	$21,760	29	The most valuable part was being able to talk through real examples from our own organization and shaping the tools around what our audience actual... The most valuable part was being able to talk through real examples from our own organization and shaping the tools around what our audience actually needs. I genuinely felt listened to and understood by the team. The experience felt much more personal and genuinely connected than anything I’ve encountered before, especially when it came to truly understanding how the tools translate into real-world use.
University of Southern Indiana	Guided Implementation	10/10	N/A	10	I had a very positive experience working with Crystal on data governance. While we do have a data governance model in place, I initially came in wi... I had a very positive experience working with Crystal on data governance. While we do have a data governance model in place, I initially came in with a broad but specific goal of moving forward with redeveloping and more formally establishing our governance program. It ended up being far more valuable to step back and walk through data strategy and road mapping first. That process helped surface and explicitly articulate work we were already doing, but in a way that connected it into a coherent, actionable system rather than a set of loosely related activities. Seeing our efforts mapped against the model clarified that not all initiatives carry the same weight or purpose, and it helped frame governance as a sequence that builds over time rather than a collection of buckets to manage. As someone who organizes complex work through systems, this perspective helped connect the bigger picture to near-term action and establish a stronger foundation for the next phases of governance work.
Oregon Public Defense Services Commission	Guided Implementation	9/10	$13,600	20	I love how flexible InfoTech and the InfoTech consultants are with guided implementations and the advice and services they provide. This is the sec... I love how flexible InfoTech and the InfoTech consultants are with guided implementations and the advice and services they provide. This is the second time we have worked with Wayne, and I appreciate his expertise as well as laid-back, yet focused, approach.
PRIDE Industries	Guided Implementation	10/10	$68,000	10
Graebel Companies	Guided Implementation	8/10	N/A	N/A	Great insights, learnings, and methods/approaches to guide our journey. Content was a bit disconnect in various slides and decks, but overall work... Great insights, learnings, and methods/approaches to guide our journey. Content was a bit disconnect in various slides and decks, but overall worked out.
Santa Clara County	Workshop	10/10	$1.22M	41
Milwaukee County Transit System	Guided Implementation	9/10	N/A	2	The first meeting was very good and established a framework for future meetings. Answers above are best guess on first meeting alone which had lim... The first meeting was very good and established a framework for future meetings. Answers above are best guess on first meeting alone which had limited value beyond finding a common ground for future meeting and understanding,
Milwaukee County Department of Administrative Services – Information Management Division (DAS-IMSD)	Guided Implementation	8/10	$13,600	10	Best part of the experience was having the materials relatable to my current work situation and budget. Igor was extremely helpful and knowledge ab... Best part of the experience was having the materials relatable to my current work situation and budget. Igor was extremely helpful and knowledge about the level of tools and funds needed to begin this project.
Georgia Department Of Revenue	Guided Implementation	9/10	$27,880	20	Working with Crystal was the absolute best part of learning about Data Governance. I was extremely impressed with her product knowledge. Additional... Working with Crystal was the absolute best part of learning about Data Governance. I was extremely impressed with her product knowledge. Additionally, she showed great patient and understanding working with me, a real novice to say the least. The worst part is that we have to pump the brakes based on new information regarding our overall data governance strategy.
Utah Transit Authority	Guided Implementation	9/10	$34,000	10	Greate discussion around governance and look forward continued help. Greate discussion around governance and look forward continued help.
Natco Home Group	Guided Implementation	10/10	$37,400	5
University Of North Dakota	Workshop	9/10	$68,000	20	It was a productive workshop and we all felt that we have something to go by now to get started on our data governance journey. thnx! It was a productive workshop and we all felt that we have something to go by now to get started on our data governance journey. thnx!
Medcan	Guided Implementation	9/10	$5,000	5
Denver Water	Workshop	10/10	N/A	N/A	The workshop was great. We have a lot of work ahead of us and will probably require more assistance in the long term. The workshop was great. We have a lot of work ahead of us and will probably require more assistance in the long term.
Workers Federal Credit Union	Guided Implementation	9/10	N/A	N/A	Our organization is in the early stages of implementing Data Governance, and the context and framework provided by InfoTech, especially the additio... Our organization is in the early stages of implementing Data Governance, and the context and framework provided by InfoTech, especially the additional insights from Usman, have been invaluable. His contributions have already added great value and will continue to do so as we progress. We look forward to our continued partnership!
Physicians Mutual Insurance Company	Guided Implementation	7/10	N/A	N/A	Usman was helpful and personable. Usman was helpful and personable.
ANOH Gas Processing Company (AGPC)	Guided Implementation	10/10	$34,000	10
City of Eugene	Workshop	10/10	$31,960	50	Areez is an amazing facilitator and is able to gather a group of disparate people from different parts of the organization together and bring focus... Areez is an amazing facilitator and is able to gather a group of disparate people from different parts of the organization together and bring focus and clarity to getting the essential elements of our data governance plan in place. We now have consensus, excitement, and initiatives to get off the ground. It would have taken us so long to try to do this piecemeal, and although it is hard to commit 4 straight days, it is very much worth it to do so. I can't say enough good things about Areez's skills to keep the group moving, making decisions, yet still allow for important and thorough conversations. He is simply one of the best facilitators I've worked with!
Educational Computing Network of Ontario (ECNO)	Guided Implementation	9/10	N/A	N/A	The practical exercise at the end was very well received. The practical exercise at the end was very well received.
Natco Home Group	Guided Implementation	10/10	$15,640	5	Wayne appears to be a very strong resource in terms of data governance and data classification. I look forward to working with him more. Wayne appears to be a very strong resource in terms of data governance and data classification. I look forward to working with him more.
Feed The Children, Inc.	Workshop	10/10	N/A	N/A	The Data Governance workshop was exceptionally well-structured, offering a balanced approach that combined an overview of Data Governance principle... The Data Governance workshop was exceptionally well-structured, offering a balanced approach that combined an overview of Data Governance principles with in-depth discussions involving our child sponsorship and community partner subject matter experts. This effectively highlighted how Data Governance applies to our internal processes and daily activities. What consistently stands out is Paul's facilitation style. He creates an engaging and inclusive environment that encourages active participation, ensuring all attendees have the opportunity to contribute meaningfully to the discussion. At the conclusion of the workshop, participants expressed increased confidence in their understanding of Data Governance and their role in advancing our organizations efforts to implement effective data governance.
Bob Barker Company, Inc.	Guided Implementation	10/10	$13,600	3
Innovation Care Partners	Guided Implementation	10/10	N/A	95	Thank Usman Lakhani your experience, knowledge and open mind toward current status /use case help me and my team in how to move forward to impleme... Thank Usman Lakhani your experience, knowledge and open mind toward current status /use case help me and my team in how to move forward to implement data governance. Overall Usman Lakhani was able to identify how team can start making progress on data governance since the scope was really wide. Also to move forward from theory to implementation path. We will continue engagement based on progress made on the path or plan elaborated.
University of Montana	Guided Implementation	8/10	N/A	2	Being able to hear experiences from other institutions the Info-Tech team has worked with was valuable. Being able to hear experiences from other institutions the Info-Tech team has worked with was valuable.

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Increase in stakeholder satisfaction where IT leaders used Info-Tech services

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About Info-Tech Research Group

Info-Tech Research Group is the world’s fastest-growing information technology research and advisory company, proudly serving over 30,000 IT professionals.

We produce unbiased and highly relevant research to help CIOs and IT leaders make strategic, timely, and well-informed decisions. We partner closely with IT teams to provide everything they need, from actionable tools to analyst guidance, ensuring they deliver measurable results for their organizations.

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