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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.