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OTIF Cartoon: When AI Rates Performance

  • Writer: Ravi
    Ravi
  • Dec 14, 2025
  • 1 min read

Updated: Jan 12

OTIF cartoon showing AI dashboard rating performance as strong while definition remains unclear

The Scenario: In this OTIF cartoon, we witness the ultimate "Dashboard Delusion."


A supply chain leader stands confidently before a graph showing a "Strong" performance rating generated by AI.


However, the honesty of the workplace surfaces in the punchline: "AI rates our OTIF as strong—I’ll explain once I understand the definition."


It captures that common corporate moment where a metric is celebrated not because it is accurate, but because the colors on the slide are green.


The Observation: This narrative identifies the "Semantic Lag" in modern analytics.


At Kaapi with Ravi, we observe that the more complex a metric like OTIF becomes—with its infinite exclusions and variations—the more we outsource the understanding of it to machines.


OTIF is the only metric where you can be 100% on time, 100% in full, and still have 0% of an idea how the AI came up with that number.

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