Market brief

Searches for what has been said recently about a market or a company, reads the best source properly, and writes it up against what you already know.

Sales · Someone asks · 5 steps · Reads your documents · Web search

AI Factory · Market briefthe flow as it opens in the builder

QuestionThe question

Search the webSearch the web

RetrieveSearch your knowledge

AnswerWrite it up

Answer shownThe report

5 steps in the flowDrag the canvas, or any step, to move it around.

Why teams run it

Searches for what has been said recently about a market or a company, reads the best source properly, and writes it up against what you already know.

Retrieval respects each source’s own permissions, and the answer names the passage behind it.
Every run keeps its input, each step’s output, its time and model cost, and any decision.
In the builder, anything that would change a record or send a message is simulated; reads run for real.

What you supply: A search provider key — Brave, Tavily or Serper; Your own notes as a knowledge source.

The same builder, tests and release review apply to a template as to anything built from scratch.

Open it as a working flow: Every step, source, branch and approval is already in place, and every one of them can be changed before it runs on your data.
Prove it before it ships: An evaluation set can gate the release, so a change that breaks an answer never reaches anyone. A question it cannot answer from the sources leaves the gate unproven, not passed.
Keep a person on the decisions: A run that needs a decision stops and says exactly what approving will do, and who it is waiting for.
Publish where people work: A form, an embedded widget, Microsoft Teams or a scheduled batch — with its own access and limits per deployment.

We open it in the builder, point it at a sample of your documents and systems, and run it with you.