Intelligence — Collection

Research that cites sources and admits uncertainty.

Audiences: Strategy · Research · Product · Content

What this solves

Multi-source research, competitive tracking, and semantic discovery need structured outputs with citations — not confident hallucinations.

Included connectors

Brave Search

Source discovery for research

Example workflow

1. human: Research request submitted — Topic, depth, and constraints specified.
2. ai: Multi-source scanning — Researcher pulls from configured sources with citations.
3. ai: Synthesis + confidence — Findings generated with confidence scores; low-confidence flagged.
4. human: Human review — Flagged findings reviewed; final report approved.

Trust boundaries

• Research sources are limited to approved domains and APIs.
• Every finding includes source citations and confidence levels.
• Provenance logs show how each finding was derived.

Approval model

Low-confidence findings are flagged for human review; all research outputs include source citations.

Deployment

Governance tags

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