I deleted a $40,000 AI Recommendation Last Month.

📰 Medium · AI

Learn how to critically evaluate AI recommendations and consider the human context to make informed decisions, as illustrated by a real-life example where a $40,000 AI recommendation was deleted due to its lack of understanding of the underlying issues.

intermediate Published 21 Apr 2026

Action Steps

Read the AI recommendation carefully to understand its limitations and potential biases.
Consider the human context and potential consequences of implementing the recommendation.
Evaluate the data and metrics used to support the recommendation to ensure they are accurate and relevant.
Consult with stakeholders and subject matter experts to gain a more comprehensive understanding of the issue.
Use your judgment and expertise to decide whether to implement, modify, or reject the AI recommendation.

Who Needs to Know This

Product managers, data scientists, and business leaders can benefit from this lesson, as it highlights the importance of considering the human factor when working with AI recommendations. By doing so, they can make more informed decisions that balance data-driven insights with human judgment and empathy.

Key Insight

💡 AI recommendations are only as good as the data and context they are based on, and human judgment and empathy are essential for making informed decisions.