Blog
Skills intelligence for the people who build workforce strategy.
Need the definition, not the essay? The reference entries are short.
How to Run Competency Assessments That Produce Data You Can Trust
The assessment is where competency frameworks meet reality. It's the moment you stop talking about what skills people should have and start measuring what they actually do have. And it's the step most organizations either skip or execute so poorly that the data is useless. A competency assessment measures an individual's demonstrated capability in specific skills against a defined proficiency scale. Not their potential. Not their training history. What they can do right now, at what level, vali
Apr 20 · 4 min
Skills Tracking vs. Skills Intelligence: What's the Difference?
Most organizations that say they "manage skills" are really just tracking them. They have a spreadsheet, an HRIS field, or maybe a dedicated tool that records what skills employees have. That data sits somewhere. Occasionally someone looks at it. And workforce decisions continue to be made on gut feel, manager opinion, and whoever spoke up loudest in the staffing meeting. Tracking skills and using skills intelligently are two fundamentally different things. The distinction matters because the H
Apr 14 · 8 min
Skills Gap Analysis: The Complete Guide to Finding and Closing What's Missing
Every workforce has gaps. The question isn't whether they exist — it's whether you can see them clearly enough to act before they become costly. A skills gap analysis is the practice of measuring the distance between what your workforce can do today and what it needs to do tomorrow. Not guessing. Not surveying managers for their impressions. Measuring — with structured data, against defined benchmarks, at the individual and team level. Most organizations skip this step entirely. They invest in
Apr 7 · 5 min
Training Needs Analysis: How Skills Data Makes It Easier
The training needs analysis is one of the most important exercises in L&D — and one of the most dreaded. Every year, someone gathers survey responses from managers, reviews performance data, scans industry trends, and assembles a report that says, more or less, the same thing: we need more leadership development, our technical skills are falling behind, and we should invest in communication training. The report gets filed. Budget gets allocated. Courses get purchased. Six months later, the same
Apr 1 · 7 min
You've Outgrown the Spreadsheet: When Skills Tracking Needs a System
Every skills tracking effort starts in a spreadsheet. And honestly, for the first version, that's fine. A Google Sheet with names down the left, skills across the top, and proficiency ratings in the cells is a perfectly good starting point for a team of 10-15 people. The problem isn't starting in a spreadsheet. The problem is staying in one. The spreadsheet breaks at predictable moments. Not because the format fails — because the workflow around it does. And when it breaks, most organizations
Mar 25 · 4 min
The AI Skills Gap Is Real — But Most Organizations Are Measuring It Wrong
Every executive knows AI is changing work. Few can answer the question that matters: which of our people need which new skills, and how big is the gap? The World Economic Forum's 2025 Future of Jobs Report estimates that 44% of workers' core skills will change within five years. McKinsey projects that 12 million Americans will need to change occupations by 2030. These are big numbers. They make good keynote slides. They're also useless for planning — because they don't tell you anything about y
Mar 11 · 4 min
What Is a Skills-Based Organization? (The Real Definition, Not the Buzzword)
"Skills-based organization" has become the phrase every HR tech company puts on their homepage. Deloitte writes reports about it. LinkedIn runs campaigns about it. Conference keynotes build entire talks around it. And somehow, despite all this attention, most organizations still make workforce decisions based on job titles, tenure, and who happens to be visible. The concept isn't wrong. The execution is stalled. And the reason is simple: most organizations are trying to become "skills-based" wi
Mar 3 · 4 min
How to Build a Training Matrix That Actually Drives Development
A training matrix is a grid that maps every employee to every training requirement their role carries, and records whether each one is complete, current, or overdue. It is the compliance backbone of every regulated industry and the development dashboard for every L&D team that takes training seriously. Quick reference: Training Matrix — the short version of this post, with the one table that matters. But most training matrices are backwards. They track completion — courses finished, certificat
Feb 25 · 8 min
Succession Planning That Actually Works: A Skills-Based Approach
Most succession planning is a spreadsheet with names on it. Someone in HR maintains a list of "high potentials" matched to critical roles, updates it once a year, and files it until the next leadership review. Then a key person leaves, and the list turns out to be fiction — the named successors aren't ready, the assessment was subjective, and the organization scrambles to hire externally for a role it should have filled internally. This isn't a people problem. It's a data problem. Succession pl
Feb 25 · 4 min
What Is Skills Intelligence? (and Why Tracking Alone Isn't Enough)
Every HR tech vendor talks about skills. Skills tracking. Skills taxonomies. Skills ontologies. AI-powered skills inference. The vocabulary has exploded, but the substance hasn't kept pace. Here's the distinction that matters: most organizations track skills. Very few have skills intelligence. Tracking tells you what exists. Intelligence tells you what to do about it. The Difference Between Tracking and Intelligence Skills tracking is a database. It records which employees have which skills
Feb 17 · 4 min
Workforce Planning Needs Skills Data, Not Just Headcount
Most workforce planning runs on two inputs: headcount and budget. How many people do we have? How many do we need? What will it cost? This is necessary. It's also insufficient. Headcount tells you how many bodies occupy roles. It tells you nothing about whether those bodies have the capabilities you need for next year's strategy. You can be fully staffed and critically under-skilled at the same time — and many organizations are, without knowing it. Skills-based workforce planning adds a third
Feb 11 · 4 min
What Is Skills Gap Visibility? (and How to Score Yours)
Ask any CHRO whether their organization has skill gaps. The answer is always yes. Now ask a harder question: which teams have the biggest gaps, and what's the dollar cost of leaving them open? That second question usually gets silence — or a request for two weeks and a spreadsheet project. The gap itself isn't the problem. The blindness is. Most organizations treat skill gaps as a training issue. Buy more courses. Roll out another LMS module. Send people to conferences. But you can't fix what
Feb 4 · 8 min