OTIF Cartoon: When AI Rates Performance
- Ravi

- Dec 14, 2025
- 1 min read
Updated: Jan 12

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.
Explore more from Kaapi with Ravi
Series: Supply Chain Cartoons
Theme: Departmental Cartoons
