docs(ai-agents): update Deep Research availability - #1106
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Related: https://linear.app/lightdash/issue/PROD-10034
Description:
Updates the Deep Research guide for its Cloud rollout and the latest shipped reliability behavior. Lightdash Cloud enables the existing flag by default; self-hosted deployments retain the AI Agents Enterprise license and provider requirements and must enable the ai-deep-research feature flag.
The existing organization settings section now names Organization settings → Ask AI → Deep research and explains that both AI Agents and the Deep Research flag must be enabled. The guide also documents checkpoint resume, bounded MCP recovery, proactive warehouse guards, report repair, and the investigative-draft suggestion.
Test plan