Research Briefs · Articul8 AI & HR Operating Model Series · Chris Long, Elev8 Advisory
The structural argument has four dimensions — disruption, readiness, design, and governance. Each Brief develops one in full: the evidence, the implications, and the decisions that follow from it.
Four structured reads. Each one is standalone. Each one a layer deeper into the operating model argument.
Understand the Disruption
Agentic AI is not automating HR processes. It is dismantling the structural logic on which the HR operating model was built. Here is what that actually means.
Disruption & Operating Model · 12 min read
Assess Your Position
Most HR functions are further from value than their metrics suggest. The three-layer gap is real — and most leaders don't know which layer they're sitting in.
Readiness & Diagnosis · 14 min read
Design the Response
Maturity doesn't determine the right balance between humans and machines. Task structure does. Here is the framework for getting that distinction right across every HR process family.
Frameworks & Design · 15 min read
Govern the System
The EU AI Act has classified AI in HR as high-risk since August 2024. Most operating models being built right now are non-compliant by design. Here is how to fix that.
Governance & Regulation · 13 min read