Thought Leadership

Grounded in Data. Rooted in Lived Experience. Built to Change the System.

Naming What Others Ignore

At Caged Bird HR® and across the Worklution ecosystem, our thought leadership goes beyond awareness. We translate real-world harm into actionable insights that guide policy, HR practice, and organizational accountability.

Lived experience, client patterns, workplace data, and macroeconomic context back each of our frameworks. Our insights inform survival strategies, legislation, and retention tools in real-time.

The Hire to Hostile Pipeline®

How Black women are welcomed into organizations, only to be pushed out.
A structural roadmap of racialized attrition. From the moment of hire, Black women are tracked into a cycle of false support, subtle undermining, and strategic push-out that is often not reflected accuateley in orgizational atrition data.