Examples
The academy describes the AI engineering loop in general terms. These examples show how it plays out for specific applications: how the team enters the loop, which signals drive improvement, and how the setup matures over time.
- Customer support chatbot: a high-risk, customer-facing agent rolled out in phases, from offline development on historical tickets to answering customers directly.
- Music streaming DJ: a net-new, low-risk beta feature that goes live almost immediately and improves from listening behavior.
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