Blog
Skills intelligence for the people who build workforce strategy.
Your First Competency Framework in 30 Days: A Week-by-Week Plan
Every skills initiative starts with the same question: what skills actually matter here? Not the generic list from an HRIS vendor. The specific, measurable capabilities that define what good looks like in your organization, and what separates "meeting expectations" from "ready for the next level." The answer lives in a competency framework. The definition, the four build methods, and a worked example are in Competency Framework: How to Build One. This article is the other half: the project plan
Sep 22 · 9 min
How to Choose Competency Management Software (Buyer's Guide)
Most competency management systems are bought after an audit finding, not before one. The auditor asks to see evidence that the person who ran a critical procedure last Tuesday was competent against the current revision of that procedure. The training manager produces a completion record from the LMS, dated two years ago, against a revision that has since changed twice. The finding is written. The corrective action says "implement a competency management process." The search for software begins
Sep 15 · 9 min
Skills Assessment: Methods, Tools, and How to Choose
Every organization already assesses skills. The manager who decides who gets the hard project is assessing. The team lead who signs off a new hire on the line is assessing. The partner who staffs a client engagement from memory is assessing. The problem is that none of it is written down in a form anyone else can use, compare, or defend six months later. Quick reference: Skills Assessment — the short version of this post, with the one table that matters. That informal layer works until it has
Sep 1 · 9 min
Job Roles and Job Architecture in a Skills-Based Organization
Ask a company how many job titles it has and the answer is usually a number that embarrasses someone. In 18 years of implementations we have routinely seen a title count that is a third of the headcount, sometimes higher. Titles multiply because they are cheap to create and expensive to reconcile, and because for years they were the only vocabulary HR had for describing work. Quick reference: Job Roles and Job Architecture — the short version of this post, with the one table that matters. Titl
Aug 25 · 9 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
Proficiency Levels: Scales, Examples, and How to Define Them
Two maintenance technicians both have "hydraulic systems" on their skills record. One can swap a failed pump from a work order. The other can diagnose an intermittent pressure drop across a 40-valve manifold that has stumped the shift for a week. The record says the same thing about both of them. The scheduler, the training manager, and the succession plan all treat them as interchangeable, and every one of those decisions is wrong. Quick reference: Proficiency Levels — the short version of thi
Aug 11 · 9 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
Why Your Engagement Survey is Disconnected From Every Talent Decision You Make
The annual engagement survey runs in March. Forty questions, fifteen demographic cuts, a board-deck readout in May, a senior leadership debrief in June. The "engagement score" moves three points, plus or minus. The slide deck goes into a shared drive. Mid-year reviews start, performance cycles spin up, succession plans get refreshed. None of those conversations references the survey results. This is the silent pattern in most engagement programs. The survey collects real signal — what employee
Jul 7 · 6 min
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
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