The executives looked at the headcount and saw waste. They saw human beings as friction in a digital workflow. They replaced the payroll with predictive models and automated scripts.

Now the damage is surfacing. The institutional knowledge is vanishing. The people who understood the nuances of the business are gone. The algorithms are left to hallucinate in a vacuum.

The decay features several failures.

• The total loss of institutional memory.
• The rise of unmonitored algorithmic error.
• The death of human oversight.

This was not a strategic error. It was a logical conclusion to the pursuit of efficiency. The machine is functioning exactly as intended. It is destroying the foundation to save the margin.