Information governance

Stop Making Copies: 3 Information Governance Principles for Reliable Data – E136

Clean dashboards and reliable data don’t happen by accident. In this episode of What Counts, Lee Karas and Maura Dunn pick up from the shift from records management to information governance and move into the three action principles that actually get you there: stop making copies, focus on data creation points, and touch once, use many times. They trace how society lost its mindfulness about creating data from Sumerian clay tablets to the printing press to the Federal Records Act and walk through a painfully familiar example of how a single shared link quietly multiplies into four copies. Along the way, they unpack the reliability paradox at the heart of information governance: the more copies you make, the less you can trust your data. It’s a candid, practical conversation about why these simple-sounding principles are so hard to follow, and why the tools we use every day keep reinforcing our worst habits.

New here? Start with the previous episode: Records Management vs. Information Governance.

Key Takeaways

The more copies you make, the less reliable your data becomes. People hoard copies because they don’t trust they’ll find the original later, which only makes the underlying data less trustworthy. It’s a paradox, but it holds.

We’ve lost our mindfulness about creating data. When information was expensive and hard to produce, more thought went into it. Now anyone can create and disseminate data in seconds, so almost none goes into it.

Three principles work together: stop making copies, focus on data creation points, and touch once / use many times. They’re simple to say, clear to understand, and genuinely hard to do.

Data creation deserves rules. Who’s allowed to create a new contract, location, or counterparty record? Where does it live? Who can change it, and how? Answering these up front prevents downstream chaos.

Acquisitions are data creation events. When data comes in through an acquisition, you need a crosswalk from old identifiers to new ones or you end up asking, “Where’s all the data for Armadillo Ranch?”

Bad data has real costs: failed audits, unanswerable litigation and e-discovery requests, duplicate survey spend, and revenue you can’t collect because you can’t prove your rights.

Your tools may be the problem. Email and collaboration platforms often reinforce copy-making habits or force workarounds, because the value of doing it right isn’t obvious in the moment.

Records Management vs. Information Governance: Cutting Through the Data Noise – E135

What’s the difference between records management and information governance — and why should anyone running a business care? In this episode of What Counts, Lee Karas and Maura Dunn step back from the weeds of counterparty data to answer a deceptively simple question: what is information governance, and why is it the natural next step? Maura traces the journey from a world where creating a record was hard and expensive — clay tablets, hand-copied scrolls, the Federal Records Act — to today, where producing information takes ten seconds and most of it is noise. Along the way they untangle the vocabulary (governance is strategy and the “why”; management is execution), revisit the records-management principles that still hold true, and show how information governance helps you surface the small slice of information that actually runs your business. They close with practical moves you can make now: stop making copies, send a link instead of an attachment, and standardize and automate your contracts so your best people spend their time where the value and the risk actually live.

This episode builds on Episode 134, where Lee and Maura broke down how to keep counterparty and vendor data from sprawling across teams and systems before contracts are even signed. Listen to the previous episode here.

“Governance is more strategic — it incorporates the why. Management is execution.”

Key takeaways

Governance ≠ management. Governance sets strategy and the “why”; management executes, audits, and proves it.

Records management isn’t dead — its core test still applies: does this provide evidence of a policy, process, decision, action, or transaction?

Cheap creation is the modern problem. When anyone can publish in ten seconds, the hard part isn’t making information — it’s finding the small slice that matters.

Information governance is how you fight the noise so you can surface what runs the business and demonstrates compliance.

Stop making copies. Replace emailed attachments with links to a single, easy-to-reach, always-current source.

Unmanaged data is a risk, not just clutter — especially when it contains sensitive or critical-infrastructure information.

Contracts are where governance pays off: standardize, automate the routine, and reserve human attention for the high-value, high-risk exceptions.

Overall Episode Length: 0018:28

Episode chapters

00:00 — Sponsor: TrailBlazer Insight. Scan your shared drives locally for PII, HIPAA, PCI, and other compliance risks — no cloud, no IT ticket.

00:20 — Welcome to What Counts. Every organization hides a story in its data; meet your hosts, Lee and Maura.

00:47 — Recap & the segue. From Episode 134’s counterparty-data cleanup (persistent IDs, central systems, choke points) to a bigger question: what is information governance?

01:33 — Why this, why now. Making your contracts work for you starts with understanding your counterparties — and that leads straight to governance.

02:00 — The vocabulary problem. The words around this work keep changing (including TrailBlazer’s short-lived attempt to coin “information design”).

03:21 — Governance vs. management. Governance is strategic and carries the “why”; management is execution — following, auditing, and proving the process.

04:07 — Records management roots. Library school, law firms, and federal records centers — and the definition that still anchors the field.

04:51 — What is a “record”? Information that’s recorded (or can be) and provides evidence of decisions, actions, and transactions.

06:13 — When records were scarce. Cuneiform, scrolls, ink, and recyclable paper that fell apart — and the Federal Records Act, the first time the U.S. allowed records to be destroyed.

07:44 — Today’s flood. Creating information is now the cheapest thing you can do — so the value of any single piece is hard to find, and most has none.

08:37 — Enter information governance. From information management to data governance to information governance: a philosophy built on records principles, executed in a completely new way, to fight through the noise.

09:54 — The inbox problem. Open, click, delete — so how do you catch the one email that’s actually a record you need to keep?

10:40 — A real-world miss. Donation receipts lost in a personal inbox overrun with ads — why noise costs you.

11:39 — Automating the noise away. The weekly report’s evolution from paper to email blasts to set-and-forget rules nobody reads.

12:47 — When unread data becomes a risk. An energy-sector example: construction reports holding critical infrastructure information, piling up and waiting to be breached.

13:24 — Principle #1: Stop making copies. Don’t email attachments — point people to a source. But make it genuinely easy.

14:00 — Make it easy and more valuable. A weekly link to a live dashboard beats a stale Friday report you read on Monday.

15:39 — Governance applied to contracts. Standardize terms and exceptions, automate the routine, and free the high-value, high-risk contracts from the noise so senior legal and business minds focus where it counts.

17:01 — The big shift. From “create the document, then apply retention” to “information that reflects and serves the goals of the business.”

17:33 — Wrap-up & what’s next. Where information governance goes from here.

17:53 — Credits & how to support the show.

“In our age, creating information is the cheapest thing you can do.”

Frequently asked questions

What is information governance?

A strategic approach to creating, organizing, and using information so an organization can cut through the noise and focus on the small share of information that runs the business and demonstrates compliance. It’s built on records-management principles but executed very differently.

What’s the difference between records management and information governance?

Records management focuses on the lifecycle of records — creation, protection, use, and disposition. Information governance is broader and more strategic: it asks why you hold information and how it can serve business goals, not just how to retain and dispose of it.

What’s the difference between management and governance?

Governance is strategic — it sets direction and incorporates the “why.” Management is execution — following the rules, auditing the process, and proving it was followed.

Who should listen

General counsel and legal ops, records and information-governance managers, compliance officers, COOs, and contract/CLM owners — especially in mid-market and enterprise energy, healthcare, professional and engineering services, construction, and manufacturing.

Listen & subscribe

New episodes of What Counts drop regularly. Subscribe on your favorite podcast app, and if this one was useful, share it with a colleague whose shared drives are full of contracts nobody reads, policies nobody follows, and files nobody can find.

What Counts is produced by TrailBlazer Consulting, LLC and hosted by Lee Karas and Maura Dunn. Learn more at trailblazer.us.com or email us at info@trailblazer.us.com. Explore compliance-ready training at the TrailBlazer Learning Academy. Read more from Maura at mauradunn.substack.com. Music by Jason Blake. Full disclaimer.

Why Workarounds Happen – and Why They’re More Dangerous Than You Think

What is a workaround in an information governance context?

Counterparty Data Reconciliation at Scale: A 350,000-Record Case Study – E133

Most counterparty data reconciliation projects fail at the same assumption: that one identifier — usually a tax ID — can resolve who you’re actually doing business with. In Episode 133 of What Counts, Maura Dunn walks through a real two-year project to reconcile 350,000 counterparty records across eight systems at a company built through acquisition: four contract management platforms, one ERP carrying both customer and supplier masters, and three trading systems, each with its own naming conventions, character limits, and overflow fields. She unpacks the 18 months of unproductive matching that came first, the rule-precedence approach that finally worked once Snowflake and Elasticsearch replaced the spreadsheet attempts, and the 10-to-1 collapse from 350K records down to 35K true entities. She also makes the case for where AI fits this kind of work today — and the one thing it still can’t do unless you put deep institutional knowledge into the prompt. If you want to see what’s hiding in your own shared drives right now, search TrailBlazer Insight in the Microsoft Store — it scans locally for PII, HIPAA, PCI, and other compliance risks with no cloud upload and no IT ticket required.

This episode picks up where Episode 132: Data Reconciliation Before AI left off — Maura delivers the full case study we teased last time.

Topics covered in this episode include post-acquisition contract data cleanup, duplicate counterparty detection across multiple CLM platforms, rule-based data matching at scale using Snowflake and Elasticsearch, and the role of AI in contract data reconciliation when source systems lack consistent identifiers.

Episode length: 00:21:01

0:00 – Pre-roll: TrailBlazer Insight — local compliance scanning for PII, HIPAA, and PCI

0:20 – Show intro

0:47 – Setting up the case study: 350,000 records across 8 systems

1:52 – How growth through acquisition created 7 (then 8) active counterparty sources

3:55 – Why the same legal entity can appear differently in every system

6:22 – The small business analogy: 4 addresses in 13 years

8:09 – The first 18 months: why tax ID matching failed at scale

10:48 – Name matching, character limits, overflow fields, and legacy system formatting

12:41 – Spreadsheet-by-spreadsheet spinning wheels

13:25 – The breakthrough: contract type bucketing + multi-variable matching

15:08 – Moving to Snowflake and Elasticsearch for rule-precedence matching

16:14 – Where AI could accelerate this today — and what it still needs from you

17:41 – The result: 350K records collapsed to 35K true entities

18:13 – What came out of all that work

19:49 – Teaser: next episode covers how to prevent this from happening again

What Counts is produced by TrailBlazer Consulting, LLC and hosted by Lee Karas and Maura Dunn. Learn more at trailblazer.us.com or email us at info@trailblazer.us.com. Explore compliance-ready training at the TrailBlazer Learning Academy. Read more from Maura at mauradunn.substack.com. Music by Jason Blake. Full disclaimer.

Your Data Is Lying To You: Why Reconciliation Has To Come Before AI – E132

Episode 132 – Most organizations are being pushed to adopt AI-powered workflows before their data is anywhere close to ready. In this episode of What Counts, Maura and Lee pick up where they left off — diving deep into the concept of data reconciliation and why it must happen before AI ever touches your records. Using a real-world example built across multiple systems — a customer database, a work order system, and a contract management platform — they break down what it means to have duplicate, overlapping, and contradictory counterparty data, and why humans, not algorithms, are the ones who can resolve it. Maura introduces the concept of the golden record, explains the role of metadata mapping and fuzzy matching, and walks through the governance framework — policy, process, and system-of-record designation — that prevents the mess from coming back. If your organization is facing an AI initiative, a system migration, or growing pressure around data privacy and right-to-be-forgotten compliance, this episode gives you the foundational framework you need to start doing it right.

Episode length: 00:26:36

Learn more by visiting our website, or by sending TrailBlazer an email at info@TrailBlazer.us.com.

How to Prepare Your Organization for Assessment Interviews: Setting the Stage for Success

Apr 07, 2026 Start With Clear Communication From the Sponsor Before a single interview invite goes out, preparation begins with…

How to Build the Right Interview List for an Information Management Assessment

Mar 31, 2026 Start With Leadership, Then Build Outward Selecting the right people to interview is one of the most…

Your Data Is Messy – Can AI Actually Handle It? – E131

Episode 131 – Data governance and AI readiness go hand in hand — and most organizations aren’t as ready as they think. In this episode, Maura and Lee take a hard look at what an AI-powered customer support escalation workflow actually requires to function. Spoiler: it’s not just a smart model. It’s clean, connected, versioned data — customer records, contract terms, and executed agreement instances all properly linked. Using a real-world cable company scenario, they unpack how disconnected systems, outdated identifiers, and missing metadata cause AI to hallucinate answers instead of finding them. The episode closes with an introduction to data objects and metadata mapping — and a preview of the counterparty reconciliation work that has to happen before AI can deliver on its promises.

Episode length: 00:19:21

Learn more by visiting our website, or by sending TrailBlazer an email at info@TrailBlazer.us.com.

The IT and Legal Hold Landscape: What Your Background Documents Reveal About Risk

The IT and Legal Hold Landscape: What Your Background Documents Reveal About Risk

March 24, 2026

Shadow IT: The Systems You Don’t Know You Have

When we request IT documentation, we’re not just checking boxes — we’re uncovering blind spots. Most IT teams maintain a system inventory, but once interviews begin, we routinely find 10–30% more systems purchased through contracts, field offices, or P-cards.

Why Background Information Requests Matter: The Hidden Foundation of Every Governance Project

March 17, 2026 The Most Overlooked Step in Governance Work Before a single interview is scheduled, before systems are mapped,…

Designing Assessment Questions That Actually Work

Effective interviews focus on understanding daily work rather than using technical jargon like “records.”

How Interviews Reveal the Real Problem – Not the One You Expected

How Interviews Reveal the Real Problem — Not the One You Expected
Feb 24, 2026

Why do assessments often uncover problems no one saw coming?
Because people describe how work actually happens — not how leadership thinks it happens. When you talk to 20, 40, or 60 people across an organization, the truth surfaces.

Growth vs Governance: The Tension Every Leader Feels – E128

Episode 128 – In this episode of What Counts, Lee and Maura dive into one of the most universal challenges leaders face: balancing the urgency of growth with the discipline of governance. From chasing new markets to managing real‑world information chaos—yes, even inside an information governance firm—they unpack why governance always feels like something you’ll “get to later,” and why “later” is exactly when the problems show up. Through candid stories and practical examples, they reveal how founders, operators, and executives can build sustainable growth without sacrificing control.

Episode length: 00:14:26

Learn more by visiting our website, or by sending TrailBlazer an email at info@TrailBlazer.us.com.

Fact or Fiction: Governance Myths Part 2 – E124

Episode 124 – Fact or Fiction. Governance gets a bad rap—too rigid, too bureaucratic, too “records police.” But in reality, good Information Governance is one of the most powerful accelerators a business can have. In this episode, we bust the most persistent myths holding teams back, from the idea that governance stifles innovation to the belief that it’s only for heavily regulated industries. You’ll hear how one startup used IG to fast‑track SOC 2 compliance and close enterprise deals, why every business with customers or content needs governance, and how healthy skepticism—not fear—keeps IG and AI working together. TrailBlazers know: governance isn’t a roadblock. It’s the runway.

Episode Length: 00:12:34

Learn more by visiting our website, or by sending TrailBlazer an email at info@TrailBlazer.us.com.

Fact or Fiction: Busting the Myths of Information Governance Part 1 – E123

Episode 123 – Fact or Fiction. Welcome to What Counts by TrailBlazer Consulting, the podcast where we cut through the noise and uncover what truly matters in information governance. In Episode 123, Lee and Maura tackle the most common myths using a “Fact or Fiction” format—debunking misconceptions like “IG is just records management” or “Governance is IT’s job.” From startups to enterprises, you’ll learn why governance isn’t a dusty binder but a growth enabler, a compliance accelerator, and a trust builder. If you’ve ever wondered what IG really is, this episode sets the record straight.

Episode Length: 00:18:39

Learn more by visiting our website, or by sending TrailBlazer an email at info@trailblazer.us.com.

From Clay Tablets to Cloud: The Timeless Power of Records – E118

Discover how recordkeeping evolved from clay tablets to cloud-based systems. Lee and Maura explore the timeless principles of governance, transparency, and accountability that shape how we document and manage information today.

Episode length: 00:16:33

Data That Drives You: How Small Businesses Can Protect, Classify, and Retain What Matters – E117

Episode 117 – In this episode, we unpack the hidden backbone of every business: data. From handwritten guest books to sophisticated CRMs, we explore the many forms customer and operational data can take—and why protecting it is non-negotiable. You’ll learn how to classify data by sensitivity, navigate privacy laws, and build retention schedules that meet legal and operational needs. Whether you’re managing supplier contracts, employee records, or financial documents, this 10-minute primer will help you understand what to keep, how long to keep it, and where to start. Plus, we share a free resource from TrailBlazer Learning Academy to help you build your own retention schedule with confidence.

Episode Length: 00:24:09

Learn more by visiting our website, or by sending TrailBlazer an email at info@TrailBlazer.us.com.

Payroll & HR That Scale: Building Backbone Systems for Growth, Compliance, and Culture – E114

Welcome to What Counts, the podcast where information governance meets real-world strategy. In this episode, Lee and Maura unpack the often-overlooked—but absolutely mission-critical—domains of Payroll and Human Resources. From tax compliance and structured reporting to strategic hiring and benefits that actually benefit the business, we explore how these foundational systems can drive resilience, reduce risk, and support scalable growth. Whether you’re a founder navigating first hires or a compliance lead refining your employee life cycle, this episode delivers actionable insights to help you build HR and payroll processes that are audit-ready, culture-conscious, and built to last.

Episode length: 00:19;51

Starting a Business and Information Governance Challenges – E104

2025 Episode 104 – We’re thrilled to bring you something brand-new with our first-ever video episode! As we explore this exciting format, we kindly ask for your patience as we work through learning new tricks to deliver the best possible video experience for you.

In this inaugural video episode, we’ll dive into the compelling world of starting a business. From the initial spark of an idea to tackling the tough realities of implementation, we’ll examine the challenges—and specifically, the information governance challenges—that entrepreneurs often face on their journey.

To enrich the conversation, we’ll not only introduce essential business concepts but also share practical insights from our own experiences at TrailBlazer Consulting, LLC. We’ll compare the subject matter to how we’ve navigated these very challenges, providing real-world context and actionable takeaways for you.

Let’s get started on this journey together as we blaze new trails in business, information governance, and this exciting video format. Stay tuned, and thank you for joining us!

Episode length 00:00:00

Infrastructure: Devils in the Details – E103

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Infrastructure: Devils in the Details - E103
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2025 Episode 103 – The devils in the details when it comes to infrastructure. Following along with the components of TrailBlazer’s Information Design framework, we cover the base component – Infrastructure. Where are the devils in the details when it comes to Infrastructure? Join Information Governance (IG) Consultants, Maura Dunn and Lee Karas, as they explain where devils in the details hide when it comes to Infrastructure. Each episode contains important information gained through our experience working with companies across various industries and we talk about how you can apply this experience to your company.

Episode length 00:10:24.

Data | Content: Devils in the Details – E101

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2025 Episode 101 – The devils in the details when it comes to data | content. Following along with the components of TrailBlazer’s Information Design framework, we cover one of the supporting pillars called Data | Content. Where are the devils in the details when it comes to Data | Content? Join Information Governance (IG) Consultants, Maura Dunn and Lee Karas, as they give a slightly cautionary tale on how the devils can be in the details when it comes to Data | Content. Each episode contains important information gained through our experience working with companies across various industries and we talk about how you can apply this experience to your company.

What Counts Episode 100 – E100

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2025 Episode 100 – We took a break from the current subject matter and pulled together this celebratory What Counts Episode 100. We take a look back at some of the most viewed What Counts episodes. Additionally, we provide insight on who we are doing this podcast for and how you can use the information at your own organization. Join Information Governance (IG) Consultants, Maura Dunn and Lee Karas, as they celebrate their 100 episode by recapping the past 99 episodes. Each episode contains important information gained through our experience working with companies across various industries and we talk about how you can apply this experience to your company.

The Artificial Intelligence (AI) Episode – E94

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2024 Episode 94 – Artificial Intelligence (AI) and how it can help the Information Governance Professional. We have come a long way from the days of autoclassification in records management. Join Information Governance Consultants, Maura Dunn and Lee Karas, as they give their opinion on the good and bad of Artificial Intelligence (AI). Each episode contains important information gained through our experience working with companies across various industries and we talk about how you can apply this experience to your company.