Lesson 3: AI Technical Practitioner (AITECH) – Operations, Observability, Security, and Business Adoption

This lesson provides guided coverage of operations, observability, security, and business adoption within the AI Technical Practitioner (AITECH) Training.

Topics Covered

• AI workload monitoring, telemetry, logs, cost, performance, and capacity
• Network assurance, application experience, infrastructure health, and troubleshooting
• Threats, prompt risks, data leakage, access, and responsible-use controls
• Change management, skills, processes, governance, and adoption planning
• Metrics, benefits, service levels, and continuous improvement
• Vendor, platform, and architecture evaluation
• AI operations and adoption scenario

Practical Outcome

Learners complete the lesson with a clear understanding of the workflow, the ability to validate the expected result, and a structured approach to common troubleshooting tasks.