Career Pathways in AI Are a Workforce Strategy

Sep 28, 2026  /  Bill Ryan

The greatest workforce risk isn’t turnover. It’s failing to prepare people before the opportunity arrives.

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I’ve worked with great HR teams, together we developed traditional development and succession plans that followed a predictable pattern. A key employee resigned, retired, or was promoted, and then the plan would kick in. Too often it was more of a scramble as we reacted to events and these plans weren’t current, so the questions began.

Who can fill the role? Who is ready? Do we need to hire externally?

Today, that challenge is becoming even more urgent. With recent reports showing reductions in entry-level hiring and organizations increasingly relying on technology and AI to augment work, many companies are unintentionally shrinking the very talent pipeline they’ll need in the future.

That’s why I believe we need to start acting differently about career development. Not as a program or a promotion process. This is a strategic workforce capability.

One practice that has served me well is start by identifying critical roles and creating clear capability frameworks around them. Rather than asking: “Who can do this job today?” I ask: “Who could do this job next year?”

Instead of reacting, we begin intentionally building a pipeline of future capability broadening and building people’s skills and behaviors. You can start by looking at your leaders at all levels and providing them with:

✅ Rotational assignments

✅ Mentoring and coaching

✅ Cross-functional projects

✅ Stretch assignments

✅ AI-enabled work experiences

✅ Strategic exposure to business decisions

These experiences help people build judgment, confidence, business acumen, and leadership capability long before a title change occurs. More importantly, they help employees see a future for themselves inside the organization. I’ve found that people are often more motivated by visible pathways for growth than by promises about future opportunities.

When employees understand the capabilities required for a role and have opportunities to develop them, career development becomes tangible. It becomes something they can actively influence rather than passively wait for.

To build your talent pipeline and prepare for the future, look at your team’s critical roles and ask:

✅ If this position became vacant tomorrow, who would be ready?

✅ Who could be ready in 12 to 24 months?

✅ What capabilities would they need to develop?

✅ What experiences can I provide today to help them grow?

You may quickly discover that developing future talent is less about formal training and more about creating intentional opportunities for learning through the flow of work.

This is where learning is a strategic business tool helping you define capability frameworks, identify development pathways, create experiential learning opportunities, and build the talent pipelines that support long-term workforce success. And if your organization is exploring succession planning, leadership pipelines, capability frameworks, workforce transformation, or career development strategies, let’s talk.

I’m curious how your organization is preparing future talent for critical roles? Have you seen rotational assignments, mentoring, stretch projects, or AI-enabled work accelerate employee growth? Share your experiences in the comments so we can learn from one another.

Because the best time to build your future workforce isn’t when a position opens. It’s years before you need it.

profile

Bill Ryan

Bridging Distance, Building Excellence – As founder and CEO of Ryan Consulting, I transform how organizations thrive in remote and virtual environments.

For over 25 years, I’ve been fascinated by one question: How do we create extraordinary connection and performance when teams aren’t in the same room? This question has guided my career helping organizations harness the full potential of their distributed workforce.

My approach is refreshingly practical. I align what I call the 3P’s—Purpose, People, and Process—creating frameworks where remote teams don’t just function, they flourish. In today’s landscape of rapid change, this alignment isn’t just helpful—it’s your competitive edge.

Working together, we’ll craft solutions precisely calibrated to your organization’s unique challenges. Whether through customized workshops on performance support, process refinement, mobile solutions, or organizational effectiveness, I bring proven strategies that deliver measurable results.

My greatest satisfaction comes from watching leaders, teams, and individuals discover they can collaborate more effectively across distance than they ever thought possible. In a world of constant change, that’s not just good business—it’s transformational.

Ready to reimagine what your remote workforce can achieve? Let’s connect.