business operations

Records Metadata vs Keyword Search: Making Records Findable

Records findability starts at the point of creation

Trustworthy information has four attributes. It must be accurate, reliable, timely, and findable. Last episode covered the first two. This week, Lee Karas and Maura Dunn take on the other two.

The rule does not change. Capture the record where the work happens. Capture it when it happens. Capture it from the people doing the work. As a result, timeliness and findability follow along.

Why your file dates cannot be trusted

Open a shared drive and sort by date. The dates look authoritative. However, they are not.

Sometimes opening a document changes the date. The created date gives way to the modified date. Meanwhile, that modified date may only mean someone glanced at the file.

Auto-save makes it worse. Word saves before you rename your copy. Your manual version scheme then breaks quietly. It never runs at all in Microsoft Project or Visio. Even in Excel, it can miss when OneDrive has not finished logging in.

Timeliness is proof, not a timestamp

An approval date proves timeliness. So capture it deliberately. A workflow engine already knows who drafted, who commented, who approved, and when. Record that context anyway, because property values alone will not carry it.

Maura describes a client who did this on paper. Every requirements document carried five or six signature blocks. Each reviewer initialed and dated in ink. Then the team scanned it. An e-signature process gets you the same result today, with less effort.

Traceability at every step

Business requirement one becomes functional requirements 1.3, 1.4, and 1.5. That trace increases accuracy. The sign-offs at each step add timeliness.

Universe search versus precision search

Library science calls keyword search a universe search. You give it three words. In return, it gives you everything near those words. For example, ask for “training” and you also get “learning.”

The result set grows. The usefulness does not. Instead of the whole company, you now face a couple thousand documents.

A precision search works differently. First you set the file type. Next you name the business process. Then you name the contract or the facility. Now the found set is small enough to use.

Metadata is what makes records findable

Four elements matter most: function, process, record category, and trigger date or event. Those are real data, not keywords. Because of that, you can filter on them and build a collection. In other words, you get a virtual folder without a physical file plan.

Maura and Lee revisit an old FileNet argument on exactly this point. An IT lead wanted no folders and no file plan. He trusted full-text search to sort out billions of documents. He was partly right, but for the wrong reason.

Search, access, and retrieval

Findability has three parts. Search identifies potentially responsive material. Retrieval pulls it back so you can use it. Access decides whether you may open it at all.

Sometimes users can see that a record exists but cannot read it. Sometimes they cannot see it at all. That choice is yours, so make it on purpose.

Episode chapters

00:00 Timeliness and findability: the two attributes we still owe you
00:58 Why the date on the file lies: created versus modified
02:12 Auto-save versus manual versioning, and when OneDrive has not logged in yet
04:35 A tangent worth an episode: password management as a mapping problem
05:34 Capture at the point of creation, then make capture into storage
06:39 What the workflow engine already knows, and what you must record by hand
08:09 Ink initials and signature blocks: traceability from business to functional requirements
09:44 The universe search: three keywords, a million results, ranked by confidence
11:51 The precision search: file type, process, and facility narrow it down
12:58 Process metadata tags every file behind the scenes
14:27 The FileNet argument: “we will just use search”
15:24 Function, process, record category, and trigger as real metadata, not keywords
17:19 Contract records split: construction and non-construction retention
18:47 Collections as virtual folders, and knowing your repository before you commit
19:46 Search, access, and retrieval: three parts of one problem
20:39 Should users know a record exists if they cannot open it?

Closing

What Counts is produced by TrailBlazer Consulting, LLC and hosted by Lee Karas and Maura Dunn. Learn more or reach out directly at info@trailblazer.us.com. Explore compliance-ready corporate training programs at the TrailBlazer Learning Academy. Read more from Maura at Maura’s Substack. Music by Jason Blake. Full disclaimer.

Records Capture at the Point of Creation: Provenance and Proof

Provenance decides whether your data is AI-ready

Everyone wants to point AI at their content repositories. Maura Dunn’s position in Episode 139 is simpler than that. A model can only be as trustworthy as the data feeding it. Provenance settles that question long before anyone builds a pipeline.

Records capture points settle provenance. These are the moments in a business process where an input becomes a record. Seventeen (17) steps later, the process has changed that input into something new. That is another capture point. Every copy, every hand-off, every transformation makes chain of custody harder to establish.

Content versus context

Our back file characterization approach documents the method while we build it. We do not hand a client a disposition report with no reasoning attached.

Consider a recommendation to destroy sixty (60) of seventy-five (75) files. That report is content. The folder structures, file properties, creation and modification dates, and security group access rights behind it are context.

Context gives the client something to react to. We can say we hold this level of confidence that these records align with your sales and marketing category. That category carries an end of fiscal year trigger and a five (5) year retention period. The client then makes the risk judgment. Without context, one answer survives a year later: “because Maura said so.”

What the Superfund SITREP got away with

We built the same principle into our records process mapping work.

The contrast comes from the US EPA Superfund program. A SITREP moved from field samples and a gas chromatograph printout to a typed memo in a drawer. Eventually it went into a box at the Federal Records Center. That process produced no interim record steps. In a paper world, it did not need to.

Engineering records capture points into the workflow

Digital process manipulates information continuously. So the workflow itself has to carry the capture points. Mark the inputs and the interim decision support drafts. Mark the comment responses where public comment periods apply, and the finals.

Automated workflow and document management version control make those records capture points easier to build than ever. Growing volume makes the discipline harder. Records prove what happened. That proof now doubles as the audit trail for whatever your AI does next.

Data Capture Controls: How to Prepare for an Audit

Corporate data capture risk is a critical vulnerability that can completely disrupt an enterprise during sudden regulatory compliance audits or high-stakes litigation holds. Welcome back to What Counts, the podcast that digs into the messy information governance problems organizations inherit, ignore, and discover too late. In this episode, hosts Lee Karas and Maura Dunn move past theoretical concepts to break down exactly how unstructured file systems multiply your operational liabilities. Manual filing structures inevitably fail under heavy daily workloads, placing the burden entirely on your technology infrastructure to secure critical corporate history.

Vendor Master Data: Centralizing Counterparty Information

Welcome back to “What Count,” the podcast where information governance meets contract lifecycle management. In this episode, Lee and Maura explore the critical next step after solving your counterparty data chaos: maintaining control of vendor information across multiple systems and teams. Discover how to build a centralized counterparty database that enables operations teams, procurement, and legal to work in parallel—and why enforcing a unique persistent ID is the million-dollar strategy that keeps everything aligned, even before contracts are executed.

Building on our previous discussion of counterparty data complications and contract management challenges, this episode reveals the operational playbook for managing your newly consolidated vendor list. Click the link to listen to our last episode. https://trailblazer.us.com/podcast/counterparty-data-reconciliation-case-study/

Episode length: 00:13:09

0:27 – Introducing today’s topic: preventing counterparty data proliferation

0:46 – Recap: the contract data and counterparty challenges discussed previously

1:05 – The core problem: multiple data sources across teams

9:10 – Pre-contract data collection workflows

10:14 – The “prospect-to-vendor” workflow: collecting data before execution

11:40 – The million-dollar insight: why unique persistent IDs are critical

12:00 – Closing remarks and contact information

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.

Data Reconciliation Before AI: Why Cleanup Comes First

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…

Contract Data Governance: Fixing Conflicting Contract Terms

Episode 130 – When a company acquires another business, it inherits a tangled web of contracts — each with its own payment terms, clauses, and conditions. Contract one says 30 days, contract two says 45, and contract three says you never have to pay. So what happens when you point AI at this mess? In this episode of What Counts, we explore why contract data governance must come before AI deployment. AI is a powerful governance accelerator, but only when organizations harmonize their terms, configure their systems, and maintain human oversight every step of the way.

Episode length: 00:17:12

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,…

What Assessment Interviews Reveal About Hidden Risks and Information Flow

What Assessment Interviews Reveal About Hidden Risks and Information Flow

Mar 10, 2026

What kinds of issues do assessment interviews uncover in “fully digital” organizations?

Even digital-first teams often maintain legacy habits: printing documents, boxing them, and sending them to off-site storage despite relying on electronic versions daily. This creates unnecessary cost, risk, and confusion.

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 Tradeoff Every Leader Faces

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.

Policy vs Process Misalignment: Why Workflows Break

Episode 127 – This episode of What Counts unpacks a problem every organization faces but few diagnose correctly: workflows fail when they don’t reflect the reality of how work actually gets done. Through real‑world examples—from delegated invoice approvals to storage and construction contracts—we explore how policy changes, unclear roles, and poorly analyzed workflows create bottlenecks, late payments, workarounds, and operational risk. The conversation highlights why modern workflow design must be grounded in process analysis, role clarity, and meaningful controls that support—not obstruct—the accomplishment of work.

Episode length: 00:18:39

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

Turning Expertise Into Intellectual Property

Episode 121 – Every business starts with a purpose—but sustaining it requires more than passion. It demands clarity. In this episode, we unpack why documenting your know-how isn’t just smart—it’s strategic. Your intellectual capital is the blueprint of your value, the reason clients trust you, and the asset that makes your business scalable, sellable, and defensible. Whether you’re a founder, consultant, or executive, it’s time to capture what you do—and own it.

Episode Length: 00:13:02

Small Business Data: How to Classify, Protect, and Retain It

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.

Business Operations Systems That Support Growth

Episode 116 – In this episode of TrailBlazer, Maura and Lee dive into the essential components of business infrastructure setup—the behind-the-scenes systems that shape how your business communicates, operates, and scales. From branded office supplies that silently reinforce professionalism to hardware and software that streamline operations, every element plays a strategic role. Learn how to embed value positioning into your templates, choose tech that supports compliance and mobility, and create a digital presence that converts. Whether you’re launching or leveling up, this episode reveals how infrastructure becomes the root system of sustainable growth.

Episode Length: 00:10:58

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

Payroll & HR Systems: Building for Growth and Compliance

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

Time and Inventory Tracking: Profitability and Compliance

Episode 113 – In today’s fast-paced business landscape, tracking isn’t just a back-office chore—it’s a strategic advantage. Whether you’re managing a lean startup or scaling operations, accurate time and inventory tracking can make or break your bottom line. In this episode of What Counts?, we dive into why tracking matters—from streamlining payroll and boosting productivity to preventing inventory loss and improving cash flow. You’ll learn how modern tools like digital timesheets, automated payroll systems, and real-time inventory software can transform your operations. Tune in to discover actionable strategies that help you stay compliant, efficient, and profitable.

Episode length 00:18:17