Gabrielle Ivey

A capability framework that lives on a SharePoint page nobody visits is not a capability framework; it is a documentation project. The organizations building frameworks that actually drive development decisions made a different set of choices from the start: they built with business unit leaders rather than for them, they kept the taxonomy specific enough to be actionable, and they piloted before they scaled. Walk through those choices with a practitioner who has built frameworks that held up under real organizational pressure.

- Establish the foundational competency architecture that makes skills-based development meaningful and actionable rather than a beautiful document that immediately becomes outdated and ignored

- Align capability frameworks directly to the strategic priorities business unit leaders are accountable for delivering, not the idealized competency model HR designed without them in the room

- Pilot framework rollouts in controlled environments to gather evidence and surface resistance before triggering the enterprise-wide skepticism that derails most large-scale adoption efforts