AI for Internal Mobility: A Guide to Retention, Equity, and ROI

Categories
Enterprise-level Information, Matching, Skills

AI for internal mobility uses skills data and machine matching to surface employees for internal roles, projects, and career paths they’d otherwise never see, before those employees start looking outside the company instead. It’s the layer that turns internal mobility from a program that depends on who knows whom into one that runs on evidence: […]

Skills-Based Organization: The Framework, Benefits, and Tools to Build One

Categories
Corporate Sustainability, Skills

A skills-based organization plans work, development, pay, and mobility around what people can actually do, rather than around the job title on their offer letter. It’s a structural shift, not a rebrand: instead of a rigid ladder of fixed roles, work gets defined by the skills it requires, and people get matched to it based […]

Skills Assessment Tools: The 2026 Buyer’s Guide for Hiring, Reskilling, and Internal Mobility

Categories
AI and HR, Business, Skills

A skills assessment tool used to mean one thing: a test candidates took before you decided whether to hire them. That definition is now too narrow to be useful. In 2026, the most valuable use of a skills assessment tool is not screening people at the door, it is understanding what your existing workforce can […]

How to Create a Dynamic Skills Taxonomy (Without the Spreadsheet)

Categories
Skills

If you’ve ever tried to maintain a company-wide skills inventory in Excel, you know the frustration. You spend weeks mapping competencies, categorizing proficiencies, and organizing everything into neat columns, only to realize the moment you hit “save” that half your data is already outdated. Welcome to the “Spreadsheet of Doom,” where skills data goes to […]

Future of Skills-Based Compensation: Dynamic Pay Models

Categories
Pay Transparency, Skills

The traditional salary structure—where your job title determines your paycheck—is quickly becoming outdated. As companies race to attract top talent in an increasingly competitive market, future pay models are emerging that reward what you can do, not just what your business card says. This shift toward skills-based compensation represents one of the most significant compensation […]

What Skill Gaps Are Really Costing Your Business (And How to Close Them)

Categories
Corporate Sustainability, Skills

Every year, thousands of businesses fail to hit their targets — not because strategy was wrong or capital was short, but because their teams simply do not have the skills required to execute. The cost of skill gaps is one of the most underestimated financial liabilities in the modern enterprise, quietly compounding across productivity losses, […]

Using Skills Intelligence to Drive Strategic Workforce Planning

Categories
Corporate Sustainability, Skills

In today’s rapidly evolving business landscape, having the right people with the right skills at the right time isn’t just a competitive advantage—it’s a survival requirement. Yet most organizations still approach workforce planning with outdated methods, relying on job titles and static role descriptions rather than understanding the actual capabilities their teams possess. This fundamental […]