---
title: IData Insights Blog | roadmap
description: roadmap | IData, Insights, Blog, HE, Higher, Education, Data, Management, Governance, Integration, Technology, Services, Consulting, IDataHub, Data, Cookbook
---

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# Tag Archives: roadmap

## [Getting Started - What's Needed for Data Intelligence Success](https://blog.idatainc.com/getting-started-whats-needed)

[January 30, 2026](https://blog.idatainc.com/archive/2026/01) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [process](https://blog.idatainc.com/tag/process), [stewardship](https://blog.idatainc.com/tag/stewardship), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [success](https://blog.idatainc.com/tag/success), [buyin](https://blog.idatainc.com/tag/buyin), [intelligence](https://blog.idatainc.com/tag/intelligence), [start](https://blog.idatainc.com/tag/start), [why](https://blog.idatainc.com/tag/why), [roadmap](https://blog.idatainc.com/tag/roadmap), [getting](https://blog.idatainc.com/tag/getting), [started](https://blog.idatainc.com/tag/started), [key](https://blog.idatainc.com/tag/key), [elements](https://blog.idatainc.com/tag/elements)

At the beginning of the year is a good time to set a goal of getting started with data governance or data intelligence (or a restart). This blog post will discuss the key elements (goals, roadmap,...

[Learn More](https://blog.idatainc.com/getting-started-whats-needed)

## [Return on Investment Case for Data Governance and Data Intelligence](https://blog.idatainc.com/dg-di-roi)

[May 21, 2025](https://blog.idatainc.com/archive/2025/05) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [inventory](https://blog.idatainc.com/tag/inventory), [request](https://blog.idatainc.com/tag/request), [stewardship](https://blog.idatainc.com/tag/stewardship), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [system](https://blog.idatainc.com/tag/system), [ROI](https://blog.idatainc.com/tag/roi), [communication](https://blog.idatainc.com/tag/communication), [policies](https://blog.idatainc.com/tag/policies), [lineage](https://blog.idatainc.com/tag/lineage), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence), [reference](https://blog.idatainc.com/tag/reference), [roadmap](https://blog.idatainc.com/tag/roadmap)

Is the effort to implement data governance and data intelligence worth it? The answer to this question is yes. With the implementation of data governance and data intelligence, the organization will...

[Learn More](https://blog.idatainc.com/dg-di-roi)

## [Data Governance is About Putting Staff First and Eliminating Frustrations](https://blog.idatainc.com/dg-eliminating-frustrations)

[April 09, 2025](https://blog.idatainc.com/archive/2025/04) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [committee](https://blog.idatainc.com/tag/committee), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [inventory](https://blog.idatainc.com/tag/inventory), [request](https://blog.idatainc.com/tag/request), [stewardship](https://blog.idatainc.com/tag/stewardship), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [system](https://blog.idatainc.com/tag/system), [communication](https://blog.idatainc.com/tag/communication), [policies](https://blog.idatainc.com/tag/policies), [lineage](https://blog.idatainc.com/tag/lineage), [training](https://blog.idatainc.com/tag/training), [staff](https://blog.idatainc.com/tag/staff), [intelligence](https://blog.idatainc.com/tag/intelligence), [reference](https://blog.idatainc.com/tag/reference), [roadmap](https://blog.idatainc.com/tag/roadmap)

Keep in mind that data governance and data intelligence is not only about technology and information but also about staff. Make it easy for the staff at your organization to follow data-related...

[Learn More](https://blog.idatainc.com/dg-eliminating-frustrations)

## [Great Place to Start in Data Governance – Data System Catalog and Business Glossary](https://blog.idatainc.com/start-data-catalog-glossary)

[January 28, 2025](https://blog.idatainc.com/archive/2025/01) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [system](https://blog.idatainc.com/tag/system), [success](https://blog.idatainc.com/tag/success), [glossary](https://blog.idatainc.com/tag/glossary), [business](https://blog.idatainc.com/tag/business), [intelligence](https://blog.idatainc.com/tag/intelligence), [start](https://blog.idatainc.com/tag/start), [why](https://blog.idatainc.com/tag/why), [roadmap](https://blog.idatainc.com/tag/roadmap), [catalog](https://blog.idatainc.com/tag/catalog)

Where do you start with data governance and data intelligence?  Before starting, you want to have a roadmap and set goals. Check out our “[Want to Know More About Data Governance Assessments and...](https://blog.idatainc.com/dg-assessment-roadmap-resources)

[Learn More](https://blog.idatainc.com/start-data-catalog-glossary)

## [Latest Key Elements of Data Intelligence Success](https://blog.idatainc.com/latest-key-elements-di-success)

[November 13, 2024](https://blog.idatainc.com/archive/2024/11) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [process](https://blog.idatainc.com/tag/process), [stewardship](https://blog.idatainc.com/tag/stewardship), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [success](https://blog.idatainc.com/tag/success), [buyin](https://blog.idatainc.com/tag/buyin), [intelligence](https://blog.idatainc.com/tag/intelligence), [start](https://blog.idatainc.com/tag/start), [why](https://blog.idatainc.com/tag/why), [roadmap](https://blog.idatainc.com/tag/roadmap), [key](https://blog.idatainc.com/tag/key), [elements](https://blog.idatainc.com/tag/elements)

There are six key elements (goals, roadmap, buy-in, content, points of engagement, and data stewardship) that we say are needed for organizational data governance (and data intelligence) success. We...

[Learn More](https://blog.idatainc.com/latest-key-elements-di-success)

## [The Data Intelligent Organization](https://blog.idatainc.com/data-intelligent-organization)

[August 06, 2024](https://blog.idatainc.com/archive/2024/08) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [inventory](https://blog.idatainc.com/tag/inventory), [process](https://blog.idatainc.com/tag/process), [stewardship](https://blog.idatainc.com/tag/stewardship), [Knowledge](https://blog.idatainc.com/tag/knowledge), [communication](https://blog.idatainc.com/tag/communication), [knowledgebase](https://blog.idatainc.com/tag/knowledgebase), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [oversight](https://blog.idatainc.com/tag/oversight), [engagement](https://blog.idatainc.com/tag/engagement)

Data intelligence includes a framework with people and processes along with content designed to help people access, understand, connect, protect, and effectively use an organization’s data across all...

[Learn More](https://blog.idatainc.com/data-intelligent-organization)

## [Change Management and Continuous Improvement Necessary for Data Governance](https://blog.idatainc.com/change-management-continuous-improvement)

[June 18, 2024](https://blog.idatainc.com/archive/2024/06) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [communication](https://blog.idatainc.com/tag/communication), [management](https://blog.idatainc.com/tag/management), [measurement](https://blog.idatainc.com/tag/measurement), [training](https://blog.idatainc.com/tag/training), [glossary](https://blog.idatainc.com/tag/glossary), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [change](https://blog.idatainc.com/tag/change), [engagement](https://blog.idatainc.com/tag/engagement), [continuous](https://blog.idatainc.com/tag/continuous), [improvement](https://blog.idatainc.com/tag/improvement)

A data intelligence or data governance initiative at an organization involves change and is not easy to perform. Acknowledge that change is difficult. You understand that any change is complex to...

[Learn More](https://blog.idatainc.com/change-management-continuous-improvement)

## [Data Governance is Culture and Not a One-Time Project](https://blog.idatainc.com/dg-culture-not-project)

[August 17, 2023](https://blog.idatainc.com/archive/2023/08) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [process](https://blog.idatainc.com/tag/process), [culture](https://blog.idatainc.com/tag/culture), [assessment](https://blog.idatainc.com/tag/assessment), [intelligence](https://blog.idatainc.com/tag/intelligence), [project](https://blog.idatainc.com/tag/project), [framework](https://blog.idatainc.com/tag/framework), [roadmap](https://blog.idatainc.com/tag/roadmap), [plan](https://blog.idatainc.com/tag/plan), [initiative](https://blog.idatainc.com/tag/initiative), [binder](https://blog.idatainc.com/tag/binder), [service](https://blog.idatainc.com/tag/service), [expectations](https://blog.idatainc.com/tag/expectations)

Data is a valued organization asset. Data is continually flowing and changing and growing. Your organization needs to properly manage data all the time. If you have not already done so, you need to...

[Learn More](https://blog.idatainc.com/dg-culture-not-project)

## [What to Avoid in Creating a Data Governance Roadmap](https://blog.idatainc.com/avoid-creating-dg-roadmap)

[June 22, 2023](https://blog.idatainc.com/archive/2023/06) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [assessment](https://blog.idatainc.com/tag/assessment), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [avoid](https://blog.idatainc.com/tag/avoid)

What should you avoid when you are creating a data governance roadmap for your organization which also includes doing an assessment of your current data governance and data intelligence efforts? From...

[Learn More](https://blog.idatainc.com/avoid-creating-dg-roadmap)

## [Wealth of Resources on Data Governance and Data Intelligence Topics and Components](https://blog.idatainc.com/wealth-resources-data-governance-topics)

[December 14, 2022](https://blog.idatainc.com/archive/2022/12) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [adoption](https://blog.idatainc.com/tag/adoption), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [integration](https://blog.idatainc.com/tag/integration), [inventory](https://blog.idatainc.com/tag/inventory), [JIT](https://blog.idatainc.com/tag/jit), [just](https://blog.idatainc.com/tag/just), [reporting](https://blog.idatainc.com/tag/reporting), [specification](https://blog.idatainc.com/tag/specification), [steward](https://blog.idatainc.com/tag/steward), [stewardship](https://blog.idatainc.com/tag/stewardship), [trust](https://blog.idatainc.com/tag/trust), [quality](https://blog.idatainc.com/tag/quality), [technology](https://blog.idatainc.com/tag/technology), [analytics](https://blog.idatainc.com/tag/analytics), [people](https://blog.idatainc.com/tag/people), [ROI](https://blog.idatainc.com/tag/roi), [communication](https://blog.idatainc.com/tag/communication), [assessment](https://blog.idatainc.com/tag/assessment), [training](https://blog.idatainc.com/tag/training), [glossary](https://blog.idatainc.com/tag/glossary), [components](https://blog.idatainc.com/tag/components), [intelligence](https://blog.idatainc.com/tag/intelligence), [resources](https://blog.idatainc.com/tag/resources), [reference](https://blog.idatainc.com/tag/reference), [start](https://blog.idatainc.com/tag/start), [roadmap](https://blog.idatainc.com/tag/roadmap), [started](https://blog.idatainc.com/tag/started), [topics](https://blog.idatainc.com/tag/topics)

We have a great deal of resources (blog posts, videos, and recorded webinars)  related to a variety of topics and components in data governance (or what we call data intelligence).

Topics include: [...](https://blog.idatainc.com/dg-getting-started-resources)

[Learn More](https://blog.idatainc.com/wealth-resources-data-governance-topics)

## [Updated Key Elements of Data Intelligence Success](https://blog.idatainc.com/updated-key-elements-di-success)

[November 04, 2021](https://blog.idatainc.com/archive/2021/11) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [process](https://blog.idatainc.com/tag/process), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [success](https://blog.idatainc.com/tag/success), [buyin](https://blog.idatainc.com/tag/buyin), [intelligence](https://blog.idatainc.com/tag/intelligence), [start](https://blog.idatainc.com/tag/start), [why](https://blog.idatainc.com/tag/why), [roadmap](https://blog.idatainc.com/tag/roadmap), [key](https://blog.idatainc.com/tag/key), [elements](https://blog.idatainc.com/tag/elements), [elemens](https://blog.idatainc.com/tag/elemens)

There are six key elements (goals, roadmap, buy-in, content, process, and champions) that we say are needed for organizational data governance (and data intelligence) success. We will cover these key...

[Learn More](https://blog.idatainc.com/updated-key-elements-di-success)

## [Want to Know More About Data Governance Assessments and Roadmaps? Here's Some Resources](https://blog.idatainc.com/dg-assessment-roadmap-resources)

[May 12, 2021](https://blog.idatainc.com/archive/2021/05) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [assessment](https://blog.idatainc.com/tag/assessment), [intelligence](https://blog.idatainc.com/tag/intelligence), [resources](https://blog.idatainc.com/tag/resources), [roadmap](https://blog.idatainc.com/tag/roadmap), [road](https://blog.idatainc.com/tag/road), [map](https://blog.idatainc.com/tag/map)

For data governance (or as we call it data intelligence) to succeed you need to assess where you are at currently (what's working and what's not) as well as creating a roadmap along with determining...

[Learn More](https://blog.idatainc.com/dg-assessment-roadmap-resources)

## [Data Governance and Data Intelligence Topics - Check Out the Resources](https://blog.idatainc.com/data-governance-topics)

[April 28, 2021](https://blog.idatainc.com/archive/2021/04) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [adoption](https://blog.idatainc.com/tag/adoption), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [integration](https://blog.idatainc.com/tag/integration), [JIT](https://blog.idatainc.com/tag/jit), [just](https://blog.idatainc.com/tag/just), [reporting](https://blog.idatainc.com/tag/reporting), [trust](https://blog.idatainc.com/tag/trust), [technology](https://blog.idatainc.com/tag/technology), [analytics](https://blog.idatainc.com/tag/analytics), [people](https://blog.idatainc.com/tag/people), [ROI](https://blog.idatainc.com/tag/roi), [assessment](https://blog.idatainc.com/tag/assessment), [intelligence](https://blog.idatainc.com/tag/intelligence), [resources](https://blog.idatainc.com/tag/resources), [start](https://blog.idatainc.com/tag/start), [roadmap](https://blog.idatainc.com/tag/roadmap), [started](https://blog.idatainc.com/tag/started), [topics](https://blog.idatainc.com/tag/topics)

We have a great deal of resources related to a variety of topics in data governance (or what we call data intelligence). Topics include: [getting started with data governance](https://blog.idatainc.com/dg-getting-started-resources), [trust in data](https://blog.idatainc.com/data-trust-resources), [...](https://blog.idatainc.com/resources-just-in-time-data-governance)

[Learn More](https://blog.idatainc.com/data-governance-topics)

## [What's Included in a Data Governance Assessment](https://blog.idatainc.com/included-dg-assessment)

[April 07, 2021](https://blog.idatainc.com/archive/2021/04) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [cookbook](https://blog.idatainc.com/tag/cookbook), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [assessment](https://blog.idatainc.com/tag/assessment), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [importance](https://blog.idatainc.com/tag/importance), [journey](https://blog.idatainc.com/tag/journey), [included](https://blog.idatainc.com/tag/included), [road](https://blog.idatainc.com/tag/road), [map](https://blog.idatainc.com/tag/map)

Before you can do a data governance (or as we call it data intelligence) roadmap you need to do an assessment. But what is included in this assessment? In this blog we will cover that and what should...

[Learn More](https://blog.idatainc.com/included-dg-assessment)

## [Why a Data Governance Roadmap is Important](https://blog.idatainc.com/why-dg-roadmap-important)

[March 31, 2021](https://blog.idatainc.com/archive/2021/03) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [cookbook](https://blog.idatainc.com/tag/cookbook), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [benefits](https://blog.idatainc.com/tag/benefits), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [importance](https://blog.idatainc.com/tag/importance), [journey](https://blog.idatainc.com/tag/journey)

Data governance (or as we call it data intelligence) has many components and is not well understood by most people. It is very difficult to tackle all areas of data governance at once. And a data...

[Learn More](https://blog.idatainc.com/why-dg-roadmap-important)

## [Planning a Route on Your Data Governance Road Map](https://blog.idatainc.com/planning-route-dg-road-map)

[May 06, 2020](https://blog.idatainc.com/archive/2020/05) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [direction](https://blog.idatainc.com/tag/direction), [road](https://blog.idatainc.com/tag/road), [map](https://blog.idatainc.com/tag/map)

Ironically, when we use the phrase "road map" to describe anything other than travel, what we're talking about is not really much of a map, and it generally doesn't even have roads! Instead it has...

[Learn More](https://blog.idatainc.com/planning-route-dg-road-map)

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