Agentic AI Insights

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2026 European SG&A Cost Study and Scorecard

SG&A Has Reached a Tipping Point

Selling, general and administrative (SG&A) costs have reached a five-year high across Europe’s largest companies. Even with stronger revenue growth,…

2026 North American SG&A Cost Study and Scorecard

Revenue Is Growing. SG&A Costs Are Growing Faster.

SG&A costs have outpaced revenue growth for five consecutive years at North America’s largest companies. Even organizations improving selling, general…

The AI Procurement Performance Gap

The AI Procurement Performance Gap

AI World Class research shows leading procurement organizations are redesigning procurement around artificial intelligence (AI) to generate up to 200% greater…

AI World Class Human Resources

A New Organizational Capability Gap Is Emerging

Chief human resources officers (CHROs) have the clearest view of the artificial intelligence (AI) opportunity. AI World Class research shows…


Agentic AI and Procurement (Part 4): What It Takes to Make It Work

Agentic AI and Procurement (Part 4): What It Takes to Make It Work

4 Min Read

This raises new questions about architecture, governance and change management that go beyond what most digital procurement initiatives have had to tackle…

Agentic AI and Procurement (Part 3): What Agentic AI Can Actually Do

Agentic AI and Procurement (Part 3): What Agentic AI Can Actually Do

9 Min Read

For procurement leaders evaluating agentic AI, the most pressing question is no longer “What is it and does it drive…

Agentic AI and Procurement (Part 2):  Why It’s Worth It

Agentic AI and Procurement (Part 2):  Why It’s Worth It

3 Min Read

Agentic AI is sometimes framed as a vision of the future, but its strongest value proposition lies in what it…

Agentic AI and Procurement (Part 1): What Is Agentic AI?

Agentic AI and Procurement (Part 1): What Is Agentic AI?

5 Min Read

Procurement has long been a testing ground for digital transformation, adopting automation and analytics at scale to streamline operations, enforce…