extract information from uploaded quotes, apply discounts, identify suppliers, select appropriate categories, validate compliance requirements and generate requisitions. Transactions below defined risk thresholds move forward automatically. Exceptions are surfaced to human reviewers with context already prepared.

Lalitha Rajagopalan, Co-Founder of ORO, emphasises that an AI agent must be understood as a job, not a feature. It has responsibilities, data, outputs and performance measurement, just as a human role would. This distinction ensures accountability. It also prevents the common mistake of rebranding simple automation as“ agency.”

Ryan Whitmore, Procurement Gen AI & Process Orchestration at Bayer, notes that what surprised users most was not just the intelligence of the system but its speed. The process felt almost too fast. Yet governance was strengthened rather than weakened because controls were embedded directly into execution.

This illustrates a key principle of orchestration: bureaucracy is reduced not by removing controls, but by making them invisible within the process. procurementmag. com

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