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Coverage / Framework

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.

OriginUnknown
Cells it loads08 Learning · 06 Resources
Sources, and how strong they are
Soft · company-reported

Unknown

The origin of the framework, as the directory records it. The mark grades the origin, not this page.

Advisory

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.

Where it lands on the canvas
Dispute this scoreRescoring is done in public and credited by name.