Research, thinking, and intelligence from INOP.
Workforce decision intelligence. AI and automation. Compensation analytics. Strategic planning. Written for leaders who need to act, not just read.
Original research from INOP.
Two reports that establish INOP's thought leadership position, and give leaders the evidence base to make the workforce governance conversation at board level.
The Workforce Disclosure Gap
Analysis of 800+ shareholder proposals and Russell 3000 companies. The pattern investors are seeing, and boards are not prepared for.
Download report →The Automation Accountability Gap
Co-authored with Edna Elbazar. What AI is actually doing to workforce composition, and why most organisations are measuring it wrong.
Download report →Latest thinking from INOP.
Workforce automation is the use of technology, including AI, robotic process automation, …
Digital workforce transformation means replacing fragmented, manual, or siloed HR systems with …
Explore how leading organizations are actively leveraging data-driven skills intelligence to close …
Skills assessment tools used to mean a one-off test of individual scores. …
Moving beyond rigid job titles to compensate employees for their verified capabilities …
The rigid, static job descriptions of the past are rapidly giving way …
Why Most Compensation Strategies Break Down Under Pressure What would happen to …
A skill gap framework is the underlying structure that turns skill gap …
Why Human Capital Risk Is the Threat Most Companies Underestimate What if …
AI automation bias is the tendency to over-trust an AI system’s output …
Most companies insure their servers, their buildings, and their supply chains, but …
Most organizations discover their headcount problems after they have already paid for …
When budgets tighten and revenue targets slip, what’s the first lever most …
Most organizations believe they are doing workforce planning. The reality is that …
Rewarding employees for their acquired competencies rather than static job titles offers …
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