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 evolve. Discover how AI training personalizes skill development at scale and drives measurable workforce ROI.
• 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 get you a bigger L&D budget. Here are the four workforce metrics that connect training spend to revenue, retention, and operational efficiency.
• Building a Skills Taxonomy That Doesn't Become Shelfware — Most skills taxonomies die in a spreadsheet within six months. Here's how to design one that actually drives hiring, training, and internal mobility decisions.