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3 hours
AI Operations for Non-Technical Leaders
Once AI is in production, the job changes. This module is the operational handbook every non-technical leader needs to actually run AI in a real business: monitoring, cost, model updates, evaluation, incident handling, and the governance practices that prevent expensive surprises.
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Key Topics Covered:
AI MonitoringCost ManagementModel Updates
Curriculum
Lesson 1
What Changes When AI Goes Into Production
20 min
Lesson 2
Monitoring AI Quality (Without a Data Science Team)
30 min
Lesson 3
Cost Management: Tokens, Tiers, and Surprise Bills
25 min
Lesson 4
Model Updates and the 'It Used to Work' Problem
30 min
Lesson 5
Building a Lightweight Eval Suite You'll Actually Run
30 min
Lesson 6
Incident Response: When AI Misbehaves
25 min