All work

Growth · Structure

Proactive escalation of an AI misconfiguration issue

Pilot Performance Optimization · Cross-functional Enablement

Proactive escalation of an AI misconfiguration issue

Categories

Growth · Structure

Subcategories

Pilot Performance Optimization · Cross-functional Enablement

Metric categories

  • Deal/Revenue Retention
  • Risk Mitigation
  • Customer Satisfaction & Advocacy

At a glance

Proactive escalation of an AI misconfiguration issue

Proactively flagged and escalated an AI misconfiguration risk, retaining the affected deal with a positive testimonial while eliminating the risk for future customers.

Deal retained

1 positive customer testimonial

risk eliminated for future customers

Background

The AI algorithm was found to be adjusting a customer's setup in the opposite direction from optimal for their specific use case.

Illustration of AI configuration adjustments moving away from the customer's target

Goal

Solve the issue for the affected customer and ensure future customers would not be exposed to the same risk.

The Work

Documented and flagged the issue, escalated it internally, and in the meantime shifted the customer's attention to another product area to ease their frustration while the fix was prioritised.

Illustration of an AI configuration issue being corrected to protect customer outcomes

Outcome

The deal was won, the underlying issue was solved, the customer was happy and left a positive testimonial, and the risk was eliminated for future customers.