> **Warning:** This Epic's description is a mirror of the [Selora Homes Roadmap](https://selorahomes.com/docs/roadmap/proactive-automation-suggestions/). Do not edit this description directly in GitLab. ## Summary Surface top-scored automation suggestions conversationally when the user asks. Selora AI identifies patterns in device usage and suggests helpful automations to streamline the user's home experience. ## Example > **User**: "Any ideas for my home?" > > **Selora AI**: "I noticed you have a motion sensor in the hallway and a hallway light — want me to set up > motion-activated lighting?" ## Value - **Discovery**: Users find new ways to use their smart home devices without needing to know all the technical details. - **Simplicity**: Selora AI handles the complexity of setting up automations based on observed patterns. - **Personalization**: Suggestions are tailored to the user's specific hardware and usage habits. ## Scope - **Proactive suggestion engine**: Logic to analyze device registries and identify potential automation pairings. - **Conversational delivery**: Natural language interface for presenting suggestions and gathering user feedback. - **One-click setup**: Ability to activate suggested automations directly from the chat interface. - **Feedback loop**: Users can refine or reject suggestions to improve future recommendations. ## Dependencies - Selora Smart Agent (Epic #5): [GitLab epic #5](https://gitlab.com/groups/selorahomes/products/-/epics/5) - Selora AI: Create Scenes (Epic #46): [GitLab epic #46](https://gitlab.com/groups/selorahomes/products/-/epics/46)