Insights

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.

Trusted by leadership teams and investors navigating complex workforce decisions
Skyborn Renewables Hypoport SE BUX ImFusion Allchiefs Broadridge
Research

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.

Research Report

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 →
Research 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 →
Articles

Latest thinking from INOP.

Abstract illustration representing human capital risk management and workforce planning.

With talent disruptions and rapid AI advancements emerging as top threats to …

The Link Between Internal Mobility and Employee Retention

AI for internal mobility uses skills data and machine matching to surface …

Resume Screening vs. Resume Evaluation: What’s the Difference and Why It Matters

Treating the rapid filtering of resume screening and the deep analysis of …

An ai skills gap analysis is the process of measuring the difference …

Talent Intelligence: The Ultimate Guide to Data-Driven HR

Talent intelligence data is reshaping how organizations make their most consequential decisions. …

The Rise of Workforce Activism

Workforce transparency is becoming a governance issue. For years, investor scrutiny focused …

Did you know that 87% of executives say their organizations are already …

What Is a Knowledge Gap? Meaning, Definition & How It Differs from a Skill Gap

When companies talk about employee performance, two terms often appear side by …

Why Legacy HR Systems Are Now a Strategic Risk in the AI Era

Your HRIS cannot tell you if your workforce is ready for AI …

Stay informed

Get new research and insights from INOP.

Workforce decision intelligence. Delivered when it matters.