Demo. Northstar Advisory is a fictional consultancy. Briefs are built from an offline corpus of invented pages unless a live search key is configured, and the trace says which.

Northstar Advisory, competitor briefs

A research team in a box — with receipts.

Four agents, every step on the record, every claim with a source.

Planner
Turns the topic into four to six questions
Researcher
Searches, reads pages and extracts quoted facts
Critic
Rejects unsupported claims and asks for more evidence
Writer
Writes the brief from the verified facts only
Choose a market

A run takes a minute or two and costs a fraction of a cent. Pages come from an offline corpus of invented sources unless a live search key is set, and the trace says which. Markets outside the corpus end in a plain “not enough evidence” rather than a guess.

The record

Every step, tool call and critique lands here as it happens.

Nothing on the record yet. Pick a market and run the crew: the first line appears here within a second or two.