top of page

Data Manipulation Corporate Satire Cartoon: Decision First, Data Later

  • Writer: Ravi
    Ravi
  • Nov 21, 2025
  • 1 min read

Updated: Jan 9

Data manipulation corporate satire cartoon by Kaapi with Ravi showing a boardroom where a leader admits they make the decision first and then drive the data to match it.

The Scenario: In this data manipulation corporate satire cartoon, we go behind the scenes of a "data-driven" organization to reveal a messy truth.


Instead of an objective analysis, the meeting is a theater of confirmation bias. The leadership has already decided on the path forward, and the poor analysts are now tasked with "massaging" the spreadsheets until they say exactly what the boss wants to hear.


The Observation: This piece of workplace satire targets the "Objectivity Illusion." It critiques a culture where a data-manipulation corporate satire cartoon is the only honest way to describe the quarterly reporting process.


At Kaapi with Ravi, we highlight the comical irony that while companies claim to be led by facts, they are often just led by people who are very good at ignoring any facts that don't fit their narrative.


In the corporate world, 'data-driven' usually means the data was driven into a corner until it confessed to whatever the manager wanted.

Explore more from Kaapi with Ravi


Brewed a laugh? Share the kaapi

bottom of page