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Skills Intelligence Platforms: The Buyer's Landscape in 2026
Five years ago "skills intelligence" was a phrase a handful of vendors used to describe themselves. Today it is a line item in the roadmap of every HCM suite, every learning platform, every talent marketplace, and a growing number of AI startups. Analyst firms now publish landscape reports on it. Boards ask about it. Procurement teams issue RFPs for it. Quick reference: Skills Intelligence Platform — the short version of this post, with the one table that matters. The result is a buying enviro
Sep 8 · 8 min
Skills Inventory: What It Is and How to Build One That Stays Current
Every organization has a skills inventory. Most of them just don't know where it is. Quick reference: Skills Inventory — the short version of this post, with the one table that matters. It lives in the heads of a few senior managers who know that Priya is the only person who can run the chiller failover procedure, that two of the four welders certified on stainless left last spring, and that the analyst everyone routes Tableau questions to is on parental leave until November. When one of those
Aug 18 · 10 min
What Are Skills? Types, Skill Sets, and How Organizations Map Them
Ask a plant manager what skills their maintenance crew has and you'll get a list of people. Ask the HR system and you'll get a list of job titles. Ask the LMS and you'll get a list of courses completed. None of those is a list of skills. This is the quiet problem underneath most workforce initiatives: everyone uses the word, and almost nobody in the building is working from the same definition. Quick reference: What Is a Skill? — the short version of this post, with the one table that matters.
Aug 4 · 9 min
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