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.

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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.

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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.

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Articles

Latest thinking from INOP.

Why Your Competency Framework is Outdated (And How to Fix It With AI)

Most organizations have a competency framework sitting at the center of their …

HR Reporting vs. HR Analytics: Moving from “What Happened” to “What’s Next”

Most HR teams can tell you how many people left last quarter. …

Hidden Talent Meaning, signs of hidden talents, and How to Identify It at Work

What if your organization’s next great innovator, leader, or problem-solver isn’t someone …

What is Workforce Decision Intelligence? A Complete Guide for HR and Business Leaders

Here’s a number worth sitting with: according to McKinsey’s 2023 People Analytics …

Cliff diagram showing the 55 point gap between the 78 percent of companies that piloted AI and the 23 percent in production.

AI workforce automation is the use of AI systems, agents that plan, …

Diagram showing organizational design shifting from a traditional hierarchical reporting structure to a capability network map.

Organizational design is the deliberate structuring of roles, reporting lines, decision rights, …

Workforce Management Forecasting: The Modern Guide to Workforce Forecasting

The future of workforce planning relies not on looking backward at historical …

In today's competitive job market, Gen Z job seekers can leverage their …

The Problem With Hiring for Cultural Fit (And How to Get It Right)

The idea of hiring for “cultural fit” has become a staple in …

Four workforce planning frameworks scored on current state, future skills, and AI readiness — BBRA leads across all three.

Strategic workforce planning frameworks are structured methods for aligning workforce capability with …

Grid of 12 numbered HR automation examples including invoice processing, resume screening, and compliance reporting.

The most useful HR automation examples are not just a list of …

4 Real-World Case Studies of Skills-Based Workforce Planning Success and Outcomes

What if your organization could predict skill gaps before they become critical …

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 …

AI Workforce Impact Measurement: Closing the Gap Between Perceived and Real Impact

AI workforce impact measurement is the practice of tracking what AI adoption …

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