Two organizations spend the same amount per employee on learning. One builds real capability. The other buys a lot of courses. A budget benchmark cannot tell them apart.
The Workplace Skills Development Benchmark Report 2026 from Upside Learning takes a different approach. It examines L&D maturity through three dimensions: investment alignment, program design, and measurement and impact.
The report introduces a five-level L&D maturity model and a practical self-assessment to help L&D leaders identify where their function stands, where gaps remain, and what to address next.
This article explores the findings behind that framework and how you can apply them to your next L&D planning and budget conversation.
Why Traditional L&D Budget Benchmarking Fails
Most CLOs answer the budget question the same way: spend as a percent of revenue, or spend per employee, checked against an industry average. It sounds rigorous. It tells you very little.
What the Fosway Group 2026 data shows
Fosway Group surveyed 334 L&D and HR leaders between February and April 2026. Decreased-budget responses have climbed for four straight years. One in four L&D teams reported budget cuts in 2026 alone. The report warns that, if the trend continues, 2027 could be the first year in which more organizations report shrinking L&D budgets than growing ones.
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| 334 L&D and HR leaders surveyed | 1 in 4 teams reported cuts in 2026 | 4 years of rising decrease responses |
|---|
The one category going the other way
Nearly every spend category is shrinking: content, platforms, internal headcount, outsourcing. AI content authoring runs against the tide, with 63% of teams planning to increase spend and only 4% planning to cut it.
A simple spend comparison reads this as “everyone is cutting back,” which misses the story. A dollar on AI tooling and a dollar on an old content license are different bets on the future, and a peer average treats them as the same.
The Better Benchmark: Outcome Readiness and Executive Sponsorship
The report replaces “how much do we spend?” with a sharper question: would this investment survive a hard budget conversation? Forbes Human Resources Council members have reached a similar view on their own. They treat learning as a capital decision, not a discretionary cost.
Support versus sponsorship
Support says an initiative is good. A board member opens a program. A director records a welcome video.
Sponsorship says a capability is critical to strategy. It shows up when someone asks whether the program can be postponed, shortened, or handed to AI instead. Most learning investment runs on support. Outcome-ready investment runs on sponsorship.
The one-executive test
Name the one executive who owns the capability this spend is meant to build. If you cannot name anyone, the investment is not outcome-ready, whatever its size.
Tie every reskilling dollar to a capability gap that affects revenue, risk, or speed. That keeps a board from treating the budget as optional.
The Five-Level L&D Maturity Model
The report scores your function against five levels. The same model runs through all three lenses, so your investment, design, and measurement results land on one shared scale.
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| Level | What it looks like |
|---|---|
| Content-Centric | Focus sits on training volume and content delivery. Generic courseware dominates, with little tie to business metrics. |
| Skills-Aware | Teams talk about skills, but most spend still goes to generic content and scheduled courses. |
| Skills-Focused | Investment and program design are progressing, but measurement still lags behind both. |
| Skills-Integrated | Business-side co-ownership grows, tooling modernizes, and learning links to operational KPIs. |
| Skills-Intelligence-Driven | Learning runs in the flow of work, AI governance is clear, and the function proves its contribution to business results. |
Investment Benchmarks: Where the Money Should Go
Build versus buy: the economics that hold up
Company size does not set a useful budget number. The build-or-license decision does.
Chapman Alliance benchmarks, adjusted to 2026 prices, put the cost per finished hour at roughly $14,300 for a basic course, $26,400 for an interactive one, and up to $71,500 for a simulation. These are estimates based on a 2010 study, and costs vary by region.
For a basic course, the break-even point sits at roughly 160 learners over three years. Below that threshold, licensing wins on cost alone. Above it, custom eLearning development becomes competitive on cost, even before accounting for relevance, brand fit, and business-specific needs. Actual costs vary by region and course complexity.
Why growing AI tooling spend does not equal rising maturity
AI-focused roles show the largest increase, and learning designers the largest decline. That signals modernizing, not necessarily maturing.
Higher AI spend does not automatically mean higher maturity. What matters is whether that investment improves capability development, governance, and measurement.
Program Design Benchmarks
Centralized versus distributed ownership
Since 2021, organizations have become increasingly reliant on subject matter experts and business project teams to support learning programs, while traditional L&D teams face growing resource pressures.
Neither centralization nor distribution is automatically more mature. The shift is structural: business functions now own more of their learning. A fully centralized team with no business-side ownership is becoming the outlier. Do your business functions resource more of the work than they did five years ago?
Personalization: ambition versus practice
Only 10% of L&D professionals rate their use of personalization technology as advanced, highlighting the gap between ambition and implementation.
Learning in the flow of work
Only 8% of L&D professionals rate their technology for learning in the flow of work as very advanced, and 21% call it quite advanced. Most sit between exploring and not started.
The key question is whether learning happens mainly through scheduled courses or is available when a capability gap appears. Learning activity alone does not demonstrate improved performance.
AI governance and the Mehta five-stage model
Dr. Ashwin Mehta’s AI Readiness model runs from Awareness to Experimentation, Integration, Optimization, and Leadership. The readiness research cited in the report highlights a mismatch: leaders often place their functions at Stage 3 or 4, while descriptions of day-to-day practice may indicate Stage 1 or 2, where tools are used without a clear strategy or governance.
Fosway’s data agrees. From 2024 to 2026, the top AI adoption challenge shifted from data privacy to AI accuracy and reliability. Practitioners now worry about trusting the output, and that is a governance question. See our AI-native learning solutions.
Measurement and ROI Maturity: The Biggest Credibility Gap
Only 3% rate their measurement as very advanced
Ask L&D leaders whether they measure impact and most say yes. Ask how advanced that measurement is and the picture changes. Fosway’s research shows this self-rating spread:
- 3% very advanced
- 19% quite advanced
- 39% exploring
- 19% just starting
- 11% planning
- 9% not started
Fewer than one in four organizations has measurement capability that counts as advanced by any reasonable standard. If you sit in the exploring-to-not-started range, you share that position with most of the market.
75% claim KPI alignment, 37% measure it
TalentLMS’s 2026 benchmark found that 75% of HR managers say their L&D strategy aligns to business KPIs, yet only 37% of companies measure success by business impact. Career growth (31%) and training satisfaction (28%) fill much of the rest.
That gap is the credibility problem. Many teams that believe they are KPI-aligned still report success through completion, satisfaction, or career-growth proxies.
How to Benchmark Your L&D Function: The 40-Point L&D Self-Assessment
The report closes with a practical L&D self-assessment to help you benchmark your function’s maturity. Rate each of the eight criteria from 1 (basic and ad hoc) to 5 (progressive and optimized), across three dimensions. Add your scores to get a total between 8 and 40.
- Investment alignment: your mix of off-the-shelf and custom content, whether AI spend favors workflow integration over authoring tools alone, and whether executive sponsorship backs the budget.
- Program design maturity: business co-ownership, continuous learning in daily workflows, and clear L&D-IT governance of skills data.
- Measurement and impact: success measured through business KPIs, and capability density, time-to-proficiency, and skill gaps that drive new interventions.
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| Total score | Your position |
|---|---|
| 8 to 16 points | Content-Centric or Skills-Aware |
| 17 to 28 points | Skills-Focused or Skills-Integrated |
| 29 to 40 points | Skills-Intelligence-Driven |
Expect uneven results. Most organizations run ahead on one dimension and behind on another. That unevenness tells you which of the three is the real constraint on your progress.
What to Do Next, by Maturity Band
- Content-Centric or Skills-Aware: Identify a priority capability gap and establish executive ownership before increasing investment in AI tools.
- Skills-Focused: Prioritize measurement. Connect learning outcomes to business impact before adding new programs.
- Skills-Integrated or Skills-Intelligence-Driven: Review AI governance and adoption practices regularly to ensure your maturity keeps progressing.
Repeat the exercise every year. A stable score across several years is a warning sign, not reassurance. For help turning your score into a plan, see our skills-based learning strategy.
Benchmark readiness, not budget size
A budget built on clear priorities and business outcomes starts a different conversation than a budget defended with last year’s number. Score your function, find your real constraint, and bring the result to your next planning meeting.
Download the Workplace Skills Development Benchmark Report 2026
Talk to our learning consultants about your L&D maturity score
Frequently Asked Questions
An L&D benchmark report compares how your learning function invests, designs programs, and measures results against market data. The Workplace Skills Development Benchmark Report 2026 scores each of those three areas against a five-level maturity model instead of comparing spend as a percent of revenue.
Score your function from 1 to 5 on eight criteria across investment alignment, program design maturity, and measurement and impact. Add the scores. A total of 8 to 16 signals Content-Centric or Skills-Aware, 17 to 28 signals Skills-Focused or Skills-Integrated, and 29 to 40 signals Skills-Intelligence-Driven.
The five levels are Content-Centric, Skills-Aware, Skills-Focused, Skills-Integrated, and Skills-Intelligence-Driven. They represent increasing maturity in aligning learning investment, program design, and measurement with business capability development.
Spend per employee provides context, but it cannot establish L&D maturity on its own. Investment priorities, program design, executive sponsorship, and demonstrated business impact provide a more complete picture.
For a basic course, the break-even point sits at roughly 160 learners over three years. Below that, licensing wins on cost alone. Above it, custom development becomes competitive before you count relevance and brand fit. Actual costs vary by region and course complexity.
Track the business metric your strategy claims to support. Time-to-proficiency, verified performance output, and capability density sit closer to business KPIs than completion or satisfaction scores do.
Support says an initiative is good, for example a director who records a welcome video. Sponsorship says a capability is critical to strategy, and it shows up when someone asks whether the program can be postponed, shortened, or handed to AI.
