What it does
Accelerates
Clusters feedback thematically; summarizes prior research/industry reports; identifies behavioral patterns in analytics
Agent 02 · 02 Intelligence Gathering
Research Agent
Ingests and clusters unstructured feedback and research at volume
What it never does
Stops here
Claims absolute truth; discards outliers (must flag, never delete); defines the problem statement
- Inputs
- Support tickets, app store/NPS reviews, survey data, existing research repository
- Outputs
- Thematic clusters with size %, flagged outliers, research summaries
- Model requirement
- General-purpose LLM with large-context ingestion; retrieval access to the research repository
Example prompt
"Cluster these N reviews into themes with % share. Flag anything that doesn't fit a cluster, do not discard it."