People analytics value-chain framework
The value chain traces outcomes to metrics to decisions, runs test-and-learn experiments, and prioritizes interventions by cost and benefit, but it informs resource choices rather than assigning tasks to specific executors.
Unknown
The origin of the framework, as the directory records it. The mark grades the origin, not this page.
Umbrex, People analytics value-chain framework
The directory entry this score was read from. Umbrex is a consultancy network; its summary is the reference, not a primary source.
Scored against the twelve cells, it loads two: Learning and Resources. The other ten it leaves to you. None of Composition, Evidence, or Mastery is among them, which is the usual result in this directory: the questions an agent in the loop raises first are the ones the literature answers least.
This is not a summary of the framework. Umbrex has one; the link under Sources goes there.
How does tacit judgment become reusable, and who owns the loop that has to close?
What is owned, what is rented, and what is summoned only when needed?
