Signal

The problem

Analysts spent hours gathering and summarizing scattered sources for every brief they produced.

The solution

An agent that plans a research path, gathers sources, and produces a structured, cited brief — with every claim traceable to its origin.

How it came together

1. 1

   Designed a plan-then-execute agent loop with tool use.

2. 2

   Built citation tracking so every sentence links to a source.

3. 3

   Added a streaming UI that shows the research as it happens.

Outcome

• Brief turnaround dropped from hours to minutes.
• Every claim is traceable to a primary source.
• Analysts shifted from gathering to judgment.