Insights on AI training, skills, and modern L&D

Practical guides for L&D, People Ops, and business leaders building a workforce that adapts as fast as the business does.

The State of AI Training 2026: Adoption Went Vertical. Readiness Didn't. — Half of US workers now use AI, but only 19% work in organizations ready for it. What ten major studies reveal about AI training in 2026 — and what to do next
OneRange vs Uplimit: An Honest Comparison for AI Upskilling Buyers — A candid look at how OneRange Vero and Uplimit compare on course creation, assessment, analytics, pricing model and best-fit use cases
The Best AI Training Platforms in 2026: An Honest Roundup — A vendor-written but honest comparison of the best AI training platforms for enterprises — OneRange, Section, Correlation One, Uplimit, Go1, Coursera, Disco and more, with who each one is actually for
Product Updates — July 2026 — What we shipped in Vero in July — the Vero AI Catalog, a redesigned Skill Assessments experience, and the new AI Readiness Analytics section
Your AI Bill Is Exploding. Upskilling Is the Fix Nobody's Budgeting For — Enterprise AI spend hit $37B and 95% of pilots show no ROI. The data says AI upskilling — not more tools — is how companies stop token cost overrun
How to Train Employees on AI: The Complete Guide — A step-by-step guide to AI training for employees: how to set outcomes, assess baseline skills, build role-specific curricula, run the rollout, and measure real proficiency gains
AI Training Platforms vs Traditional LMS: The Honest Buyer's Comparison — An LMS alternative buyer's guide: how AI training platforms differ from a traditional LMS on content, assessment, personalization, analytics and total cost — and when the LMS is still the right call
OneRange vs Section: An Honest Comparison for AI Upskilling Buyers — How OneRange Vero and Section compare on AI literacy training, assessment depth, knowledge grounding, analytics and pricing — plus who each one is actually built for
Introducing the Course Recommendations AI Agent — A new always-on agent inside Vero that continuously scans your workforce signals, surfaces the highest-impact skill gaps, and lets admins build the course in one click
Product Updates — June 2026 — What we shipped in Vero in June — alternative assessment formats, full course version history, and a free AI Readiness Assessment you can share with execs and prospects
The AI Skills Gap Is a Training Problem, Not a Technology Problem — 90% of enterprises will face critical AI skills shortages by 2026, yet 82% already offer some form of AI training. A long read on why the gap persists — and what actually closes it
Connect Vero to Claude with MCP: A Step-by-Step Guide — Bring your Vero training data, courses, and skills directly into Claude using the Model Context Protocol — set up OAuth or a personal API token in minutes
Now Live: Add Images and Videos to Any Course Topic — Bring your training to life with visuals — attach images and videos directly to topics, both when building a course and after it's published
5 Signs You've Outgrown Your Current Training Program — When your LMS feels like it's holding the team back — and what to look for in a modern AI training platform
From Courses to Conversations: The End of the LMS Era — The Learning Management System was built for a world where content was scarce and time was abundant. Both assumptions are gone. Here's what replaces it
How Course Versioning Works in Vero — Once a course is published, Vero tracks every meaningful change as a version — so admins can iterate confidently while learners and historical records stay consistent
Skills Are the New Org Chart — Job titles describe what someone was hired to do. Skills describe what they can actually do today. Smart organizations are quietly switching which one they plan around
Why We Built Vero: Owning the Content Layer of Workforce Learning — A note from the co-founders on why OneRange built Vero, the strategic case for owning the content layer, and where we believe the market is underserved
The Manager's New Stack: Coaching With AI in the Loop — Managers were always supposed to coach. Most don't, because they don't have time and don't know where to start. AI changes both. Here's the new shape of the job
Adaptive Training Is Finally Here — And It Starts With a Competency Baseline — For decades, 'meet learners where they are' was a slogan. Now it's an operating model. Here's how a short competency baseline at the start of every course turns generic training into a personalized path
Training Is a Supply Chain. Treat It Like One — Companies obsess over the supply chain that produces their products and shrug at the one that produces their capabilities. That asymmetry is starting to cost them
Product Updates — May 2026 — A look at the new features we shipped in Vero over the last two weeks — what they do, who they're for, and where to find them
Inside a Vero Training Chat: What Learners Actually Experience — A walkthrough of the AI tutor session — pacing, interactive answers, voice mode, attachments, and the quiz that decides completion
Why AI-Driven Skill Assessment Beats the Multiple-Choice Quiz — Multiple-choice tests measure recognition, not capability. Here's how conversational AI assessments measure what employees can actually do — and why HR leaders are switching
Five Ways Vero Teaches: The Interactive Modes That Make Learning Stick — Standard training plus four interactive blocks — branching scenarios, hands-on labs, role-plays, and code labs. What each is for and why it works
The Evidence Problem in L&D — and How AI Finally Solves It — L&D has spent two decades being asked to prove its impact and not quite being able to. The reason isn't lack of effort. It's lack of evidence. That's now changing
Designing Proficiency Levels That Actually Mean Something — Beginner, Intermediate, Advanced. Three words that mean nothing without behavioral definitions. Here's how to design a proficiency model your managers will trust
How to Calculate the Real ROI of AI-Powered Training (With a Worked Example) — Most training ROI calculations are vibes dressed up as math. Here's a concrete formula, a worked example, and the four numbers your CFO will actually accept
Cutting New-Hire Onboarding Time in Half Without Cutting Corners — Onboarding is where most companies leak weeks of productivity. Here's how AI training collapses ramp time without skipping the things that actually matter
Assigning Training and Reading the Results in Vero — How admins assign courses to learners or teams, what notifications go out, and how to read insights once the training is complete
Real-Time Learning Outcomes: Why Quarterly Reporting Is Already Obsolete — Waiting for the quarterly L&D dashboard to find out what's working is like waiting for the year-end review to find out who's struggling. Here's what live skill data unlocks
Compliance Training Without the Yawn: How to Make Mandatory Courses Actually Stick — Annual compliance training is the most-completed and least-remembered content in the company. Here's how leading teams are rebuilding it so the lessons survive past the certificate
Why Dynamically Generated Chat-Style Training Outperforms Pre-Recorded Courses — Static videos and slide decks were built for a world that doesn't exist anymore. Here's why conversational, AI-generated training is becoming the new default for fast-moving teams
Stop Hiring for Roles. Start Hiring for Skills. — Job titles are a lossy compression of what work actually requires. Here's why skills-based talent strategies are quietly replacing role-based ones — and what it takes to switch
Closing the Feedback Loop: How AI Turns Every Training Session Into a Signal — Traditional training is a one-way broadcast. AI training turns it into a two-way feedback loop that improves the training, the learner, and the workforce model at the same time
Building a Course From Scratch: The 3-Step Curriculum Workflow — How admins author a new training course in Vero — pick a starting point, shape the outline with AI, and publish when it's ready
Build vs Buy: When to Author L&D Content Yourself and When to Let AI Do It — Custom-built courses are expensive and stale by the time they ship. Off-the-shelf libraries don't fit your context. Here's how to decide which content belongs where
AI-Powered Skill Development: How Adaptive AI Training Is Replacing One-Size-Fits-All Learning — Static courses can't keep up with how fast roles change. How adaptive, interactive AI training personalizes skill development at scale — and where to start.
Why Most Training Wears Off in 30 Days — And What to Do About It — The forgetting curve is real, well-documented, and ignored by most corporate training programs. Here's how to design for retention instead of completion
The Manager-as-Coach Model Is Real. AI Just Made It Possible at Scale. — For decades, 'managers should coach more' has been the right answer with no operating model. Here's why that finally changed — and what it means for your L&D strategy
What L&D Leaders Need to Know About Training Data Privacy — AI-powered training is only as trustworthy as its data handling. Here's a practical guide to the privacy questions every L&D leader should be asking their vendors
Measuring Training ROI: 4 Metrics That Actually Matter to the CFO — Completion rates won't grow your L&D budget. Learn the four training ROI metrics CFOs actually fund — skill uplift, time to competency, gap closure, and mobility.
Building a Skills Taxonomy That Doesn't Become Shelfware — Most skills taxonomies die in a spreadsheet within six months. A practical guide to structure, proficiency levels, and the automation that keeps a taxonomy alive.
Looking Inward: The ROI of Internal Mobility — Talent restlessness is rising, and external hiring is expensive. Internal mobility answers both problems, helping organizations retain their best people while saving…
Wasserman's Mary Spencer joins our Advisory Board — We’re thrilled to welcome Mary Spencer, SVP of Global People Development at Wasserman Media Group, to the OneRange Advisory Board. She brings a rare combination of…
AI in HR Today and Tomorrow: Practical Uses and Next Steps — Artificial intelligence already automates hiring, personalizes training, and spots flight risks; over the next two years it will add voice-first assistants, skills graphs,…
OneRange and Simplilearn Partner to Deliver High-Impact Learning — We’re thrilled to announce our latest partnership with Simplilearn, one of the world’s most respected providers of online training and certification for today’s most…
What are the top OneRange product features? — Recently, we asked more than a hundred OneRange power users to tell us their favorite features of the platform. The answers surprised us!
AI and the Good Life: OneRange 2024 Data Report — In 2024, we conducted the first official survey of OneRange Atlas users. We wanted to know how and why they were using the platform, and what we could learn about the…
8 top reasons to use an upskilling marketplace — The era of top-down, one-size-fits all training and development is over. Painfully outdated compliance videos from the 80s? No way. Rigid LMS systems that require a…
Upskilling and upskilling marketplaces, explained — If you’ve followed the OneRange Atlas blog for a while, you may have noticed that we’ve made a shift over the past few years from talking more broadly about professional…
10 reasons why an upskilling marketplace is the future of training and development — For training and development to be successful and sustainable as organizations head into the future, it’s imperative to find efficient, employee-centric solutions that can…
5 best practices for implementing an upskilling marketplace — An upskilling marketplace is a modern solution that offers personalized learning experiences, real-time data tracking, and a variety of content formats from thousands of…
5 game-changing benefits of an upskilling marketplace — How does an upskilling marketplace improve upon outdated formats of corporate learning? In this article co-developed with the team at Hacking HR, we describe some of the…
CASE STUDY: Wasserman — Wasserman operates at the epicenter of sports, music, entertainment and culture, serving talent, brands and properties on a global scale. Headquartered in Los Angeles,…
OneRange partners with Plum, a workforce solutions platform — “Plum shares our goal of providing individuals with personalized learning that aligns with their unique needs and abilities, while also empowering companies with tools and…
OneRange partners with Confirm, a performance management solution — By connecting core skills to quality upskilling resources, the partnership will provide clients with a holistic, end-to-end solution for identifying, assessing, and…
Event Recap: 2024 SHRM Talent Expo — We had an amazing time at the SHRM Talent Expo last week in Las Vegas! We felt especially grateful to be sponsored by SHRMLabs, which meant we got to participate in some…
OneRange receives investment from SHRM, HR leader — We’re pleased to announce that we have received an equity investment from SHRM, a leader in HR and workplace innovation.
A review of 2024 workplace trends — It’s that time of year when HR experts make predictions about which workforce trends will dominate 2024. We’ve sorted through the deluge of think pieces to bring you a few…
OneRange selected for AWS Education Accelerator — The AWS Education Accelerator Inaugural Class: The cool kids sit in the back of the bus! (CTO Houtan Fanisalek and CEO Steve Gilman pictured top right, back row.)
Embracing the Future: HR’s Journey with AI in 2024 and Beyond (ChatGPT wrote this title) — With the release of ChatGPT that shocked the world in late 2022, 2023 was the year that HR and People Operations teams started to get serious about implementing AI…
Quiet hiring dos and don'ts — Have you heard about “quiet hiring?” Along with “quiet quitting” and “quiet firing,” it’s the latest passive workplace trend that describes how some employers are filling…
Usage-based pricing: A crazy and totally awesome model — Over the last few years, one of the messages we’ve heard from clients and prospects the most is that they’re sick of wasting money on training and upskilling programs that…
CASE STUDY: Caylent — Caylent is a cloud native services company that helps organizations bring the best out of their people and technology using AWS. They work with customers to build, scale…
An overlooked key to engineer retention: Upskilling — Photo by Christina @ wocintechchat.com. Blog produced in partnership with SingleSprout.
Why true upskilling goes beyond corporate training — If you’re in the business of people development, you know that not all learning is the same. There are dull, cookie-cutter corporate training sessions that make employees…
Corporate learning vs. upskilling: How much to invest? — In a previous article, we discussed the difference between corporate learning – which includes company-directed operational training, compliance training, and competency…
Upskilling is not just a perk: It offers real ROI — Many companies offer perks like gym memberships, education benefits, and free lunch based on the general belief that it makes people happier, healthier, and more…
10 ways to use your employee upskilling stipend — An overwhelming majority of companies now offer employee professional development (PD) stipend programs – including 88% of tech companies who participated in a recent…
Which upskilling program is right for you? — The world of work has changed, and the traditional model of education no longer passes muster. Gone are the days when people used to get a diploma and enter the workforce,…
5 reasons upskilling fails -- and what to do about it — Congrats! Your company has invested in an upskilling program, and you’ve opted to give employees a stipend that puts your people in the driver’s seat with full control…
6 best practices to launch your upskilling program — More and more companies are offering upskilling programs for employees: 88% of tech companies who participated in our 2020 OneRange survey reported offering such a…
What is the right amount for upskilling stipends? — One of the most common questions about designing a corporate professional development program is how much to allocate for the individual allowance, sometimes called an…