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Solution Engineering

Databricks Enterprise GenAI Engineering: AI Search, Unity AI Gateway, MLflow 3, AI Functions, LLMOps and Genie One

A production playbook for building governed GenAI on Databricks—capability model, modular agents, AI Search, Unity AI Gateway, MLflow tracing and evaluation, AI Functions, LLMOps and Genie One.

AI Playbook2026-07-2833 min readadvanced

Executive takeaway

A production playbook for building governed GenAI on Databricks—capability model, modular agents, AI Search, Unity AI Gateway, MLflow tracing and evaluation, AI Functions, LLMOps and Genie One.

In this briefing

  1. Key ideas
  2. Practical implications
  3. What to do next

Why it matters

Use this briefing to decide whether to deep-dive the full article for your current delivery problem.

Risk and ComplianceAI EngineerConsultantProduct ManagerStudent

Turn insight into action

Read the full analysis, then continue into a playbook or framework.