A KPI Model Built for a Different World
Why a KPI model built for stable supply markets breaks down under today's volatility.
Whitepaper
AI Is Changing Procurement - But Most Manufacturers Are Tracking the Wrong KPIs
By Anupam Aggrwal, CEO & Co-Founder · 29 May 2026
Executive Summary
Manufacturing procurement teams are operating in a very different environment than they were even three years ago. Supplier disruptions, geopolitical shifts, freight volatility, AI-driven decision systems and unpredictable demand patterns are exposing weaknesses in traditional procurement measurement models.
Traditional KPIs focused mainly on savings, sourcing speed and transactional efficiency are no longer sufficient to protect enterprise value. Modern manufacturers need metrics that measure resilience, supplier dependency, sourcing agility, operational continuity, first time right execution, digital connectedness and procurement capability.
This whitepaper sets out why the inherited KPI model was built for a different world, what AI actually changes beyond automation, and the specific measures manufacturing CPOs should start reporting to their boards.
What's Included
Efficiency Isn't Resilience
How savings-led measurement can quietly hide dependency risk.
The First-Time-Right Era
Why manufacturing has entered an era where rework costs more than unit price ever did.
AI Beyond Automation
Where AI's real contribution sits - connected visibility and decision support, not just automation.
A Replacement KPI Set
Seven metrics spanning resilience, dependency, agility, continuity, execution and digital connectedness.
From Metrics to Board Reporting
A practical starting point for rolling the new metrics into board reporting without a full dashboard rebuild.
Who This Is For
Manufacturing procurement leaders, CPOs and supply chain executives who need a KPI model built for volatility, not stability - and a way to explain it to the board.
Manufacturing CPOs
Procurement Leaders
Supply Chain Executives
The full guide includes the seven-metric replacement KPI set, the legacy metric each one reframes, and a four-step rollout that starts from data manufacturers already hold.
Document Details
- Pages
- 12
- File Type
- Language
- English