---
title: IData Insights Blog (4)
description: IData, Insights, Blog, HE, Higher, Education, Data, Management, Governance, Integration, Technology, Services, Consulting, IDataHub, Data, Cookbook (4)
---

[![iData_notag_tm](https://blog.idatainc.com/hs-fs/hubfs/iData_notag_tm.png?width=184&name=iData_notag_tm.png)](http://www.idatainc.com)

# IData Insights

[data](https://blog.idatainc.com/tag/data) |[governance](https://blog.idatainc.com/tag/governance) |[intelligence](https://blog.idatainc.com/tag/intelligence) |[Data Cookbook](https://blog.idatainc.com/tag/data-cookbook) |[idata](https://blog.idatainc.com/tag/idata) |[higher](https://blog.idatainc.com/tag/higher) |[education](https://blog.idatainc.com/tag/education) |[stewardship](https://blog.idatainc.com/tag/stewardship) | [Jobs](http://www.idatainc.com/about-us/jobs/)

## [Being Pragmatic about Pragmatic Data Governance](https://blog.idatainc.com/being-pragmatic-about-pragmatic-data-governance)

[January 03, 2024](https://blog.idatainc.com/archive/2024/01) 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)

Let us be among the first to wish you a happy new year. Here's hoping it's productive and rewarding. As with many organizations, we are spending a little time, at the end of last year and the...

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

## [In Data We Trust?](https://blog.idatainc.com/in-data-we-trust)

[December 06, 2023](https://blog.idatainc.com/archive/2023/12) 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), [trust](https://blog.idatainc.com/tag/trust), [intelligence](https://blog.idatainc.com/tag/intelligence), [certification](https://blog.idatainc.com/tag/certification), [single](https://blog.idatainc.com/tag/single), [source](https://blog.idatainc.com/tag/source), [truth](https://blog.idatainc.com/tag/truth)

One reason we don't get as much out of our data as we could is that we don't trust it. In this blog post we will cover why we don't trust our data. We will also discuss a single source of truth and...

[Learn More](https://blog.idatainc.com/in-data-we-trust)

## [Example of Independent Diligence: Effort of Report Request Process](https://blog.idatainc.com/example-report-request-process)

[November 15, 2023](https://blog.idatainc.com/archive/2023/11) 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), [report](https://blog.idatainc.com/tag/report), [request](https://blog.idatainc.com/tag/request), [Knowledge](https://blog.idatainc.com/tag/knowledge), [intelligence](https://blog.idatainc.com/tag/intelligence), [base](https://blog.idatainc.com/tag/base), [examples](https://blog.idatainc.com/tag/examples)

Let us think about what an organization’s report request process might look like in terms of effort if you are trying to implement a certain amount of diligence. If we are a report writer and we are...

[Learn More](https://blog.idatainc.com/example-report-request-process)

## [Analytics Maturity: Don't Run before You Walk](https://blog.idatainc.com/analytics-maturity)

[November 08, 2023](https://blog.idatainc.com/archive/2023/11) 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), [reporting](https://blog.idatainc.com/tag/reporting), [analytics](https://blog.idatainc.com/tag/analytics), [intelligence](https://blog.idatainc.com/tag/intelligence)

Your organization faces numerous challenges as it makes its way towards analytics maturity. We are deliberately using that phrase loosely, since what that maturity looks like for your organization...

[Learn More](https://blog.idatainc.com/analytics-maturity)

## [The Meeting Place of Data Governance and Cybersecurity](https://blog.idatainc.com/meeting-place-of-dg-cybersecurity)

[October 19, 2023](https://blog.idatainc.com/archive/2023/10) 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), [security](https://blog.idatainc.com/tag/security), [intelligence](https://blog.idatainc.com/tag/intelligence), [cybersecurity](https://blog.idatainc.com/tag/cybersecurity)

We found ourselves at a trade show last week, and we were amazed as usual by the variety and creativity of software and solutions available. We found ourselves near a company that among other things...

[Learn More](https://blog.idatainc.com/meeting-place-of-dg-cybersecurity)

## [Effective Data-Related Onboarding and Training](https://blog.idatainc.com/effective-dg-training-onboarding)

[October 11, 2023](https://blog.idatainc.com/archive/2023/10) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [cookbook](https://blog.idatainc.com/tag/cookbook), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [communication](https://blog.idatainc.com/tag/communication), [onboarding](https://blog.idatainc.com/tag/onboarding), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence), [schedule](https://blog.idatainc.com/tag/schedule), [checklist](https://blog.idatainc.com/tag/checklist)

Organizations are constantly generating and gathering vast amounts of data. And this data is critical to the success of the organization. The amount of data makes it challenging for employees to...

[Learn More](https://blog.idatainc.com/effective-dg-training-onboarding)

## [Levels of Adoption of Data Governance](https://blog.idatainc.com/levels-adoption-dg)

[September 26, 2023](https://blog.idatainc.com/archive/2023/09) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [adoption](https://blog.idatainc.com/tag/adoption), [cookbook](https://blog.idatainc.com/tag/cookbook), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [practices](https://blog.idatainc.com/tag/practices), [tools](https://blog.idatainc.com/tag/tools), [intelligence](https://blog.idatainc.com/tag/intelligence), [levels](https://blog.idatainc.com/tag/levels)

Management at your organization might have the assumption that data governance creates a lot of extra work. That is not a totally false assumption. There is effort necessary for data governance and...

[Learn More](https://blog.idatainc.com/levels-adoption-dg)

## [My Small Marketing Data Governance Journey](https://blog.idatainc.com/my-dg-journey)

[September 20, 2023](https://blog.idatainc.com/archive/2023/09) 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), [practices](https://blog.idatainc.com/tag/practices), [report](https://blog.idatainc.com/tag/report), [systems](https://blog.idatainc.com/tag/systems), [tools](https://blog.idatainc.com/tag/tools), [intelligence](https://blog.idatainc.com/tag/intelligence), [journey](https://blog.idatainc.com/tag/journey), [processes](https://blog.idatainc.com/tag/processes), [specifications](https://blog.idatainc.com/tag/specifications)

This is a different kind of blog post for me. I feel that every person in an organization that works with data (that is almost everyone) is part of the data governance team. This blog post will...

[Learn More](https://blog.idatainc.com/my-dg-journey)

## [Managing Data Sprawl](https://blog.idatainc.com/managing-data-sprawl)

[September 13, 2023](https://blog.idatainc.com/archive/2023/09) 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), [inventory](https://blog.idatainc.com/tag/inventory), [quality](https://blog.idatainc.com/tag/quality), [intelligence](https://blog.idatainc.com/tag/intelligence), [lifecycle](https://blog.idatainc.com/tag/lifecycle), [literacy](https://blog.idatainc.com/tag/literacy), [sprawl](https://blog.idatainc.com/tag/sprawl)

Recently we discussed the concept of [data sprawl](https://blog.idatainc.com/understanding-data-sprawl). We find ourselves very much in the era of data sprawl, with so much data available for capture, so many specialized tools for its collection and...

[Learn More](https://blog.idatainc.com/managing-data-sprawl)

## [Understanding Data Sprawl](https://blog.idatainc.com/understanding-data-sprawl)

[September 06, 2023](https://blog.idatainc.com/archive/2023/09) 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), [intelligence](https://blog.idatainc.com/tag/intelligence), [sprawl](https://blog.idatainc.com/tag/sprawl), [urban](https://blog.idatainc.com/tag/urban)

As long as the notion of big data has been around, we have known that organizations of all sizes are exposed to more data, more quickly, across more systems and platforms. (These are the three Vs:...

[Learn More](https://blog.idatainc.com/understanding-data-sprawl)

## [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)

## [Data Friction; or, Don't Get Blistered by Your Data](https://blog.idatainc.com/data-friction)

[August 10, 2023](https://blog.idatainc.com/archive/2023/08) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [friction](https://blog.idatainc.com/tag/friction)

Recently we were working with a client and it came to us after much discussion that the right name for the key problems they were facing was something that should be called "data friction." In the...

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

## [Out with the Old, In with the New?](https://blog.idatainc.com/out-with-the-old-in-with-the-new)

[July 12, 2023](https://blog.idatainc.com/archive/2023/07) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [technology](https://blog.idatainc.com/tag/technology), [in](https://blog.idatainc.com/tag/in), [project](https://blog.idatainc.com/tag/project), [out](https://blog.idatainc.com/tag/out), [software](https://blog.idatainc.com/tag/software)

The big day last week in the United States was Independence Day, July 4th, and we hope everyone was able to enjoy it in their own way. The first week of July is often significant and occasionally...

[Learn More](https://blog.idatainc.com/out-with-the-old-in-with-the-new)

## [The Need for Data Governance Request Triage for Increased Effectiveness](https://blog.idatainc.com/dg-triage)

[July 07, 2023](https://blog.idatainc.com/archive/2023/07) 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), [request](https://blog.idatainc.com/tag/request), [ticket](https://blog.idatainc.com/tag/ticket), [intelligence](https://blog.idatainc.com/tag/intelligence)

It is difficult to hire an expert on the data at your organization. Usually, this expertise comes from years of working at your organization. You do not want your subject matter experts (key data...

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

## [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)

## [Stewarded Data Is Secure Data](https://blog.idatainc.com/stewarded-data-is-secure-data)

[June 08, 2023](https://blog.idatainc.com/archive/2023/06) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [cookbook](https://blog.idatainc.com/tag/cookbook), [data](https://blog.idatainc.com/tag/data), [steward](https://blog.idatainc.com/tag/steward)

Many years ago we worked with a person whose default position on a surprisingly large variety of issues and tasks came down to something like, "If you don't do things this way, the IRS can fine our...

[Learn More](https://blog.idatainc.com/stewarded-data-is-secure-data)

## [The Nexus of Data Literacy and Data Governance](https://blog.idatainc.com/the-nexus-of-data-literacy-and-data-governance)

[May 25, 2023](https://blog.idatainc.com/archive/2023/05) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [cookbook](https://blog.idatainc.com/tag/cookbook), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [survey](https://blog.idatainc.com/tag/survey), [literacy](https://blog.idatainc.com/tag/literacy)

In this space last year we devoted a number of posts to how organizations can better understand data literacy among their employees, what sorts of data literacy competencies already exist, what sorts...

[Learn More](https://blog.idatainc.com/the-nexus-of-data-literacy-and-data-governance)

## [Data Governance Challenges, Opportunities, and ROI During Technology Projects](https://blog.idatainc.com/challenges-opportunities-roi-projects)

[May 04, 2023](https://blog.idatainc.com/archive/2023/05) 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), [technology](https://blog.idatainc.com/tag/technology), [challenges](https://blog.idatainc.com/tag/challenges), [ROI](https://blog.idatainc.com/tag/roi), [intelligence](https://blog.idatainc.com/tag/intelligence), [project](https://blog.idatainc.com/tag/project), [warehouse](https://blog.idatainc.com/tag/warehouse), [erp](https://blog.idatainc.com/tag/erp)

During technology projects there are many challenges as well as opportunities. And data governance and data intelligence can assist. Technology projects might include migrating to a new ERP,...

[Learn More](https://blog.idatainc.com/challenges-opportunities-roi-projects)

## [Apply Data Governance Best Practices to Technology Projects](https://blog.idatainc.com/dg-best-practices-technology-projects)

[April 26, 2023](https://blog.idatainc.com/archive/2023/04) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [practices](https://blog.idatainc.com/tag/practices), [Knowledge](https://blog.idatainc.com/tag/knowledge), [technology](https://blog.idatainc.com/tag/technology), [glossary](https://blog.idatainc.com/tag/glossary), [intelligence](https://blog.idatainc.com/tag/intelligence), [project](https://blog.idatainc.com/tag/project), [reference](https://blog.idatainc.com/tag/reference), [base](https://blog.idatainc.com/tag/base), [workflow](https://blog.idatainc.com/tag/workflow)

Let's discuss some ways that you can apply data governance best practices to your technology project and in an efficient way. Technology projects could include conversion to a new ERP solution,...

[Learn More](https://blog.idatainc.com/dg-best-practices-technology-projects)

## [A Lot of Progress, But a Long Way Still to Go](https://blog.idatainc.com/a-lot-of-progress-but-a-long-way-still-to-go)

[April 06, 2023](https://blog.idatainc.com/archive/2023/04) 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), [intelligence](https://blog.idatainc.com/tag/intelligence), [learning](https://blog.idatainc.com/tag/learning)

A decade or so ago, when we would introduce the Data Cookbook as a product an organization might be interested in, we generally had to make the case for data governance first, before demonstrating...

[Learn More](https://blog.idatainc.com/a-lot-of-progress-but-a-long-way-still-to-go)

## [Listen to Employees on How to Improve Data Intelligence Efforts](https://blog.idatainc.com/listen-to-employees)

[March 21, 2023](https://blog.idatainc.com/archive/2023/03) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [report](https://blog.idatainc.com/tag/report), [communication](https://blog.idatainc.com/tag/communication), [employee](https://blog.idatainc.com/tag/employee), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence), [definition](https://blog.idatainc.com/tag/definition), [catalog](https://blog.idatainc.com/tag/catalog)

You want to gain greater acceptance of your data intelligence, data governance, and data catalog efforts at your organization. You do this by getting more employees involved in the efforts and...

[Learn More](https://blog.idatainc.com/listen-to-employees)

## [If It Were Easy, Wouldn't You Already Have Done It?](https://blog.idatainc.com/if-it-were-easy-wouldnt-you-already-have-done-it)

[March 01, 2023](https://blog.idatainc.com/archive/2023/03) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [cookbook](https://blog.idatainc.com/tag/cookbook), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [inventory](https://blog.idatainc.com/tag/inventory), [system](https://blog.idatainc.com/tag/system), [intelligence](https://blog.idatainc.com/tag/intelligence), [project](https://blog.idatainc.com/tag/project), [monkey](https://blog.idatainc.com/tag/monkey)

We were recently reminded of #MonkeyFirst, which was something between a thought experiment and an analogy produced by Astro Teller of Google X. Briefly, for those of you who missed it the first time...

[Learn More](https://blog.idatainc.com/if-it-were-easy-wouldnt-you-already-have-done-it)

## [What Information Do You Track in a Data Flow Catalog](https://blog.idatainc.com/information-track-data-flow-catalog)

[February 24, 2023](https://blog.idatainc.com/archive/2023/02) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [report](https://blog.idatainc.com/tag/report), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [intelligence](https://blog.idatainc.com/tag/intelligence), [definition](https://blog.idatainc.com/tag/definition), [catalog](https://blog.idatainc.com/tag/catalog), [processing](https://blog.idatainc.com/tag/processing), [flow](https://blog.idatainc.com/tag/flow)

Important content in a data governance knowledge base is a data flow catalog which contains information about such items as reports, dashboards, ETLs, data flow integrations, and surveys. Maybe you...

[Learn More](https://blog.idatainc.com/information-track-data-flow-catalog)

## [Best Sources of Business Glossary Content](https://blog.idatainc.com/best-sources-business-glossary-content)

[February 14, 2023](https://blog.idatainc.com/archive/2023/02) 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), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he), [glossary](https://blog.idatainc.com/tag/glossary), [business](https://blog.idatainc.com/tag/business), [intelligence](https://blog.idatainc.com/tag/intelligence), [resources](https://blog.idatainc.com/tag/resources), [definition](https://blog.idatainc.com/tag/definition)

This blog post suggests the best sources of definition content and ways to determine what should be defined. The sources are existing popular reports, pre-existing local glossaries, data dictionaries...

[Learn More](https://blog.idatainc.com/best-sources-business-glossary-content)

## [Lets Talk Data Governance Committee](https://blog.idatainc.com/talk-dg-committee)

[February 08, 2023](https://blog.idatainc.com/archive/2023/02) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [committee](https://blog.idatainc.com/tag/committee), [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [steward](https://blog.idatainc.com/tag/steward), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he), [intelligence](https://blog.idatainc.com/tag/intelligence)

In this blog post we will be discussing data governance or data intelligence committees (or whatever your organization calls it). Sometimes these committees are ineffective. There is nothing wrong...

[Learn More](https://blog.idatainc.com/talk-dg-committee)

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