Blog Posts

OTIF, Stockouts, and the Limits of Traditional Supply Chain KPIs

OTIF (On-Time, In-Full) remains a cornerstone KPI across retail and manufacturing supply chains. It’s widely reported, closely monitored, and often tied to executive performance. Yet for many organizations, OTIF has become a lagging indicator - useful for reporting outcomes, but insufficient for preventing failure.

January 14, 2026
OTIF, Stockouts, and the Limits of Traditional Supply Chain KPIsOTIF, Stockouts, and the Limits of Traditional Supply Chain KPIs

Stockouts are a common culprit. They rarely appear suddenly. Instead, they emerge from upstream issues such as inaccurate inventory data, supplier variability, delayed transfers, or misaligned allocation decisions. By the time OTIF declines, customers, stores, or production lines have already been impacted.

Traditional dashboards explain what happened. They don’t explain why - or what to do next.

This is where Agentic AI changes the equation. AI Agents continuously analyze signals across inventory, suppliers, logistics, and execution systems to predict and prevent stockouts before OTIF is compromised. Rather than reacting after service levels fall, teams gain early warning and actionable insight.

When OTIF becomes the result of proactive intelligence instead of reactive reporting, supply chains improve service without inflating safety stock or cost.

Learn how Beamup helps supply chain leaders predict and prevent OTIF failures at www.Beamup.ai

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