What is a Capability Engine?

A Capability Engine is a continuous approach to workforce development that connects four elements: building relevant skills, validating what people can actually do, applying learning in the flow of work, and measuring business impact.

Why do organizations need a continuous capability-building model?

As AI and business needs evolve, traditional learning models can struggle to keep pace. A continuous capability-building model helps organizations identify changing skill needs, build and validate capabilities, apply them at work, and measure their impact.

What are the four components of the Capability Engine?

The four components are Build, Validate, Apply, and Measure. Together, they create a continuous cycle for developing workforce capability and connecting learning with performance.

How can organizations measure workforce capability?

Organizations can move beyond measuring learning activity alone and look at whether employees can demonstrate skills, apply them in real work, improve performance, and contribute to measurable business outcomes.

How is AI changing workforce capability development?

AI is accelerating changes in jobs, workflows, and skill requirements. This increases the need for organizations to continuously identify emerging capability gaps and help employees build and apply relevant skills as work evolves.

Hello Community,

We recently explored why AI investment and business value are moving at different speeds. Several survey reports underline the gap:

Around 80% of CEOs say they increased AI investment in 2026 (EY)
Yet 56% of CEOs reported neither revenue nor cost benefits from AI (PwC).

Eight months later, the overall picture is still much the same. McKinsey’s 2026 HR Monitor adds another dimension:

24% of employees received no training at all
More than half received feedback only once a year or not at all.

No matter how fast AI moves in boardrooms, capability moves at human speed.

So it’s worth asking ourselves two questions:

Are we using a learning model that keeps pace with what the business needs?

Are we creating an environment where people can build and apply new capabilities, and where we can see the results?

Inside this Edition:

The Capability Engine: A framework for continuous capability building
FREE Workshop: Bring your HR process and we’ll automate it LIVE
Introducing the Capability Assessment & People Strategy Builder
Upcoming Learning Program: Women Leading AI Transformation
Join us for the BUILD Conference in Scottsdale next March

WORKFORCE TRANSFORMATION

Building Workforce Capability at the Speed of Change

Infographic comparing a traditional learning model with capability building across four areas. Relevance shifts from one-size-fits-many content to learning personalized by role and proficiency. Scale becomes scalable and agile. Application moves into the flow of work. Evidence expands from a focus on completion to outcomes and impact.

Organizations need people who can build new skills, demonstrate what they can do, apply their capabilities at work, and continue adapting.

That raises the bar for the learning ecosystem. Learning needs to be relevant to people's roles and proficiency, scalable across the organization, embedded in work, and connected to outcomes. And the insights we gather need to help us identify where capability gaps are emerging and what people need to learn next.

Infographic titled "The Capability Engine" showing a continuous workforce capability-building system. Four pillars, Build, Validate, Apply, and Measure, connect learning to questions, key actions, and measurement. A feedback loop on the left shows how organizations Identify & Adjust capability priorities, Improve Experiences & Enablement, and Measure & Iterate to continuously strengthen workforce capability.

The Capability Engine begins by identifying where the organization needs stronger capability. From there, four pillars work together:

BUILD | Scalable, trusted content — Give people access to relevant learning aligned with roles, proficiency levels, and business priorities.
VALIDATE | Skills validation and credentials — Create evidence of what people can do and greater visibility into workforce capability.
APPLY | Learning enablement that drives adoption — Create the conditions for people to practice, apply new skills, receive support, and use what they learn in their work.
MEASURE | Measurement and insight at scale —Track what happens after learning, from proficiency and behavior change to performance and relevant business outcomes.

The cycle then feeds back into Identify & Adjust, using data and business insight to surface capability gaps and inform the next learning priorities.

How Ready Is Your Learning Ecosystem?

Pearson's new report, Building a Technology-Ready Learning Ecosystem: Turning AI Investment into Workforce Capability, explores what successful learning looks like as organizations equip their workforces with new technologies.

The report goes deeper into the four pillars, with practical skilling strategies and examples from organizations including HCLTech, KPMG, Salesforce, and Deloitte.

Download the Report

Cover image for Pearson’s report, “Building a Technology-Ready Learning Ecosystem: Turning AI Investment into Workforce Capability.” The purple design features two professionals in conversation, one holding a tablet, alongside a call to action to download the report.

Capability building also involves redesigning work. Which brings us to next week's experiment: bring us a real HR process, and we'll rebuild it live.

UPCOMING WORKSHOP

From HR Process to AI Automation: Build Better Workflows, Live

Next week, we are having an unusual workshop. You bring a real HR process you'd like to improve, and we’ll work on it LIVE.

You'll work through what starts it, who's involved, what decisions need to be made, and what happens next. Then comes the fun bit… we'll take selected processes from the groups and build them live in 50Skills.

Join us to see it in action.

📆 Thursday, October 1 🕐 1:00–3:00 PM BST | 8:00–10:00 AM ET

🌐 Virtual & free to attend

🎙️ Facilitator: Kristjan Kristjansson, CEO & Co-founder, 50Skills

Live Hacking HR and 50Skills workshop, “From HR Process to AI Automation: Build Better Workflows, Live,” with Kristjan Kristjansson, CEO of 50Skills, on October 1, 2026, from 1:00–3:00 PM BST.

Better workflows are one part of the equation. The next challenge is knowing where your capability gaps are, and turning that insight into a people strategy you can defend.

HACKING HR LAB

Introducing Two New HR Tools

We've been building something exciting and we want to share it with the entire HR community LIVE! On September 29, Enrique Rubio will demo two new tools:

🟣The Capability Assessment: This is a role-based, contextual tool that helps you understand where you stand across HR and AI capabilities. It recommends steps you can take to close those gaps.

🟠 The People Strategy Builder: You bring the evidence you have, identify what's missing, analyze the business and market context, test assumptions, and build a People strategy with a rationale you can defend.

During the LIVE session, you'll see both tools in action and how they can help change the quality of the conversations you have with your CEO, CFO, and CHRO. JOIN US!

📅 September 29 | ⏰ 7:00 AM PT | 🌎 Live online and open to all

➡️ Register here

STARTING IN OCTOBER

Women Leading AI Transformation

In the US, women represent nearly 8 in 10 HR professionals and HR managers. Globally, they hold just 28.1% of top-management positions. With women making up such a large part of the profession, building their influence in enterprise AI transformation has implications far beyond HR.

That's why in October we are kicking off the Women Leading AI Transformation Micro Certificate Program*, facilitated by Malvika Jethmalani.

Explore the five classes, ten core skills, learning objectives, and leadership questions included in the program.

🌟 Starts Oct 14
🗓️ Classes on Wednesday, 08:00 a.m. - 10:00 AM. Pacific Time
📜 Get a digital diploma, a Pearson badge and gain 10 HR Credits

Explore the Program

UPCOMING BOOTCAMPS

Build Your AI Skills

👑 Available for Premium and Premium+ members.

Some learning happens through tools and programs. Some happens when you get in a room with people wrestling with the same challenges.

OUR FIRST MAJOR IN-PERSON CONFERENCE

BUILD Conference 2027

March 10, 2027 | Scottdale Center for the Performing Arts

Promotional graphic for Hacking HR's BUILD Conference.

On March 10, 2027, we're bringing HR and business leaders together in Scottsdale, Arizona, for an immersive conference experience focused on practical learning, collaborative problem solving, and meaningful conversations. You'll leave with new ideas, proven frameworks, and the confidence to turn them into action.

Optional hands-on pre-conference workshops run on March 9.

Early Bird pricing starts at $199, with 10% off for groups of 4–6 and 15% off for groups of 7+.

Learn More and Register

You’ve got the capability-building plan. Now, the unofficial uniform.😊

🌟 Visit Our Store

Smiling woman holding a marker beside a whiteboard, wearing a training-themed T-shirt, with a laptop and colorful office decor.

SPONSORSHIPS

For CMOs in HR Tech

If you are a CMO in the HR Tech space, we would love to connect. Every Friday we host a Hacking HR Live Webinar Planning session with Q&A at 8:30 AM Pacific Time. 👉 Register here→

How You Build a Capability Engine