George Hannaford

Every New Supplier Makes Your Exposure Harder to Measure

Every New Supplier Makes Your Exposure Harder to Measure

July 31, 2026

Executive summary:

Supplier Risk Management AI driven supply chain analytics procurement decision automation Agentic AI in procurement AI classification procurement procurement intelligence Procurement Data Cleansing Procurement Transformatio Procurement Visibility Supply Chain Risk Management
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Most Procurement AI Projects Have Already Failed

June 30, 2026

Executive summary:

Supplier Risk Management AI driven supply chain analytics AI in Procurement Agentic AI procurement decision automation Agentic AI in procurement Procurement Leadership AI classification procurement supplier data management procurement intelligence procurement data quality Procurement Data Cleansing Procurement Transformatio Procurement Visibility
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From Identifying Savings to Acting on Them: Why Procurement’s Real Constraint Is Still Visibility

From Identifying Savings to Acting on Them: Why Procurement’s Real Constraint Is Still Visibility

May 29, 2026

Executive Summary: At ProcureCon Asia & Australia Series, a consistent message emerged across both executive and practitioner discussions:...

Supplier Risk Management spend visibility AI driven supply chain analytics AI in Procurement Agentic AI procurement decision automation Agentic AI in procurement contract leakage detection enterprise procurement analytics
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Agent Bob and the Emergence of Savings Agents in Procurement

Apr 30, 2026

Executive Summary: Most procurement organizations already have dashboards, reporting layers, and access to large volumes of supplier and spend data...

spend visibility AI driven supply chain analytics supply chain management AI in Procurement conversational insights Agentic AI procurement decision automation Agentic AI in procurement
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