The problem with one-and-done training

When Google Cloud releases a new product, the challenge isn't just the launch, it's everything that comes after. A product Ayla's team once trained their entire sales organization on was rebranded and re-optimized within months. The training wasn't wrong; it was just the beginning.

"Continuous learning is about building the foundational knowledge first," Ayla explains, "and then asking: how are we keeping things fresh? How are we building on those skills as the world changes?"

For a team that spans sellers, consultants, engineers, and program managers across the globe, that question is more than philosophical. It's a design challenge. The training that resonates with a cloud architect looks completely different to what lands for a strategic finance lead. At an organization the size of Google Cloud, one-size-fits-all is a fast track to disengagement.

Brain science, not buzzwords

Ayla's approach is grounded in the neuroscience of adult learning — what's often called andragogy. The adult brain doesn't absorb information the way a child does. Adults bring existing knowledge, experience, and opinions into every session. They need to understand why they're learning something. They need autonomy. And crucially, they need the learning to connect to their real world — not tomorrow, but right now.

"You can talk at adults for five hours," Ayla says, "but are they actually going to shift their behavior when they go back to their keyboards? That's the real question."

She structures her training around the SCARF framework — Status, Certainty, Autonomy, Relatedness, and Fairness, five social needs that, when met, move learners from passive recipients into active, engaged participants. When those needs go unmet, the amygdala fires and the brain checks out. Most people never notice it happening.