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.

What is Pay Parity Meaning? Guide to Achieve Fair Pay & Pay Equity
Emerging Skills of 2030: Emerging Skills Meaning and Who Will Succeed in the AI-Driven Workplace?

As the workplace evolves toward 2030, professional success will require a unique …

Why Your Competency Framework is Outdated (And How to Fix It With AI)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

AI Transformation Framework: What It Is and How to Choose One

An AI transformation framework is the decision structure your leadership team uses …

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 …

Stay informed

Get new research and insights from INOP.

Workforce decision intelligence. Delivered when it matters.