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Cognitive Heuristic: Measuring Velocity

Cognitive Heuristic: Measuring Velocity

Sajal Kapoor's avatar
Sajal Kapoor
Aug 10, 2025
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Antifragile Thinking
Antifragile Thinking
Cognitive Heuristic: Measuring Velocity
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Here is a crisp illustration of the "Cognitive Heuristic: Measuring Velocity" concept using Hikal, Divis Labs, Neuland Labs, and Laurus Labs as examples:

Table of contents

  1. Context

  2. Velocity Cognitive Heuristic

  3. Flashback

  4. Measuring Velocity of Hikal vs Peers

  5. Scenario Analysis

  6. Conclusion

  7. Disclaimer

Context

Hikal's Q1 F26 press release emphasised its continued focus on cost optimisation, operational efficiency, and a strong compliance culture. Historically, the company has maintained a spotless US FDA compliance record for over two decades, making the recent observations—the first in 20+ years—a notable development. While these findings did not relate to data integrity, they nevertheless led to an OAI (Official Action Indication).

In such cases, it’s common for the US FDA to follow up an OAI, once a CAPA (Corrective and Preventive Action Plan) is submitted by the company, with either a warning letter or, in more severe scenarios, an import alert. Insights from the Q1 FY26 earnings call suggest that an import alert is a low-probability event, making a warning letter the more likely outcome.

The key question now is whether Hikal will take this as a turning point—much like Divi’s Laboratories did after their US FDA episode in 2017—to reinforce a “compliance-plus” mindset. This episode is a timely reminder that regulatory compliance is not just a box to tick; it is a fundamental licence to operate.

How are this event and the way Hikal is poised a suitable fit to integrate into my latest cognitive heuristic on measuring the velocity?

Velocity Cognitive Heuristic

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