Blog
Skills intelligence for the people who build workforce strategy.
Workforce Strategy Is Capability Planning, Not Headcount Planning
Sit through any board-level discussion of workforce and listen for the unit of measurement. It's almost always headcount. How many people do we have. How many are we hiring. How many are leaving. How many can we get to a new region by Q3. How many fewer can we run on next year. The CFO does the math in headcount because the budget is in headcount, the comp plans are in headcount, and headcount is the variable that fits cleanly on a spreadsheet. The problem is that headcount is the wrong unit f
Jul 28 · 6 min
Skills Currency vs. Skills Completion: Why "Trained" and "Current" Aren't the Same Word
A commercial pilot can hold a 737 type rating and not be legally allowed to fly a 737 today. Type rating says she's trained on the aircraft. Currency says she's flown three takeoffs and landings in the last 90 days. The first is permanent. The second decays. Aviation built its safety architecture around the difference fifty years ago and would never confuse the two. Medicine has the same distinction. Board certification proves the surgeon was once qualified. Active practice — case volume, proce
Jul 21 · 6 min
Resource Planning From a Skills Database, Not a Resume Spreadsheet: Where Services Firms Find Their Hidden Bench
The single most expensive sentence inside a professional services firm is "we don't have anyone available with that experience." It gets said in staffing meetings, in proposal reviews, in week-ahead resource calls. It usually means one of two things: the people who could do the work are already on other projects, or the people who could do the work aren't visible to the person doing the staffing. The first one is a real constraint. The second one is a data problem masquerading as a capacity pro
Jun 30 · 6 min
Making Engineering Skills Visible on the Factory Floor — Without Adding Another Process
Walk a manufacturing floor with a quality manager and ask one question: which of your operators is currently qualified to run cell 4 on the day shift, and against which revision of the work instruction? You'll get one of three answers. The first is fast and confident, from a manager who's been on this line for fifteen years and carries the answer in his head. The second is let me check the spreadsheet. The third is I can find out by Friday. All three answers are a problem. Not because the peop
Jun 23 · 5 min
Your HRIS Isn't a Skills Platform. Your LMS Isn't Either. Here's What Actually Is.
The HRIS sales team will tell you their suite handles skills. The LMS sales team will tell you their content library handles skills. The talent marketplace will tell you their AI infers skills automatically. Everyone in HR tech sells skills now — because the buyer asked for them, because the analyst report rewarded it, because "skills-first organization" became the line every CHRO put in a board deck this year. Most of it is relabeling. Some of it is real. The buyer's problem is telling them ap
Jun 16 · 6 min
Why Most Skills Platforms Aren't Actually Platforms (and what that means for your workforce strategy)
Open the homepage of any vendor selling into HR right now and you'll find the word "platform" everywhere. Skills platform. Talent platform. People platform. Workforce intelligence platform. The word has done so much work in the last three years that it's stopped meaning anything. That's a marketing problem for the category. It's a strategy problem for the buyer. Because if you bought a "platform" expecting one thing and got another, you're a year into rollout before you find out — and by then
Jun 2 · 6 min
18 Years of Skills Data: The Three Patterns That Actually Predict Whether HR Tech Earns Trust
We started building skills software in 2008. Eighteen years of history and the pattern that surprises me most isn't about features — it's about which vendors earn long-term trust, and which ones quietly get cut at the first re-org. The list is short. Most don't make it. Trust in HR tech is misunderstood. Buyers think it's about SOC2 badges, recognizable logos, and a strong showing in the right analyst report. Those things matter — but they describe the floor, not the ceiling. They tell you who
May 20 · 4 min
5 Workforce Questions Every Board Will Ask in 2026
Most board meetings used to have one workforce slide. Total headcount, attrition rate, planned hires. Maybe a slide on DEI or engagement scores. The conversation was about cost. That conversation is changing fast. In 2026, boards are pressing CHROs on capability — what the workforce can actually do, where the strategic risks sit, and whether the talent investment is producing measurable capacity. The questions are getting sharper because the stakes are. AI restructuring roles. Talent costs at
May 12 · 5 min
The Skills Stack: What Belongs Above Your HRIS
Open the talent suite from any major HR vendor and somewhere in the menu, you'll find a tab marked "skills." Open the LMS — there's a skills field there too. Open the talent marketplace — skills again, this time as inferred tags. Open the workforce planning tool — skills, this time as headcount categories. Four products. Four different definitions. Four different sources of truth. None of them talking to each other. Most HR tech stacks are running on assumed skills data without a single layer
May 5 · 5 min
What Skills Invisibility Actually Costs You
Most workforce budgets are negotiated in two columns: headcount and training spend. They are scrutinized line by line. Approved with caveats. Adjusted at the margins. Then the year ends, and nobody can actually say what either column produced. That isn't a budgeting failure — it's a visibility failure. And it has a price tag. Skills invisibility gets treated as a soft problem. A culture problem. An HR problem. It isn't. It's a financial problem with three quantifiable line items hiding inside
Apr 28 · 5 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