# Procurement Leaders Address Data Challenges

Procurement leaders at large enterprises are confronting rising expectations for cost savings amid ongoing staffing shortages and significant challenges with data quality, according to ProcureAbility's 2026 benchmark study. The study emphasizes the necessity for procurement teams to engage earlier in organizational decision-making processes and to invest in predictive risk monitoring tools. Strong master data governance—featuring clear ownership, consistent standards, and accountability—is identified as foundational to enabling effective use of AI and automation in procurement operations, allowing faster and more informed decision-making.

- Procurement professionals should prioritize establishing robust data governance frameworks to improve data reliability and support advanced analytics.
- Investment in predictive risk management technologies is critical to anticipate and mitigate supply chain and market volatility.
- Early procurement involvement in project and sourcing decisions can enhance strategic outcomes and cost savings.
- Organizations can leverage these insights to optimize procurement operations and better align with enterprise-wide objectives.

**Jurisdictions:** international
**Industries:** Professional Services
**Topics:** Artificial Intelligence
**Published:** September 24, 2026

### Key Quotes
> Procurement teams need to invest in driving predictive capabilities to better anticipate and manage an increasingly volatile risk environment.
> — Conrad Snover, Chief Executive Officer, ProcureAbility

> The answer starts with strong master data governance, including clear ownership, consistent standards, and accountability for data quality across the enterprise. With that foundation in place, procurement leaders can trust their data and use it to make faster, more informed decisions.
> — Darshan Deshmukh, President, ProcureAbility

### Sources
- [Procurement leaders face rising demands amid data gaps](https://ecommercenews.com.au/story/procurement-leaders-face-rising-demands-amid-data-gaps) - ecommercenews.com.au