Elevating Procurement to a Strategic Advantage
Enterprises are accelerating their AI investments — but poor-quality data continues to be the biggest blocker to achieving business value.
Industry insights reveal the depth of the challenge:
- 86% of CEOs believe AI will help maintain or grow revenue, yet
- 48% of AI projects fail post-POC due to poor data readiness
- The global AI market is projected to hit $1.8 trillion by 2030, but enterprise data remains fragmented, duplicated, and ungoverned.
Data stored across ERP, CRM, SCM, and legacy systems creates silos, compliance risks, and unreliable analytics.
Clean, unified, well-governed data is not optional — it is the foundation of trustworthy, explainable, and scalable AI.




















