K2 Capital Management

( What we built )

A research desk that files itself. Seven agents in three layers read the day, sort it, write it and publish it — nobody at a keyboard.

1. 01

   Four analysts, then a writer

   One agent per domain — geopolitics, macro, markets, crypto — and none returns prose, only schema-checked data. A fifth writes holding the last three briefs, so it reports what changed.

2. 02

   The last step has no model in it

   Formatting and publishing are code. Nothing generative decides what goes live, which is what makes leaving it running defensible.

3. 03

   Agents that do not wait for the morning

   Others run all day keeping eleven geopolitical themes and four market sectors current. Not articles: files that change.

4. 04

   Twenty dossiers, rewritten weekly

   An agent rereads the week's briefs and rewrites each dossier's current situation, archiving the old one first.

5. 05

   Classified on the way in

   Everything is tagged as it arrives — theme, importance, actors — so the agents downstream read only what clears a threshold.

6. 06

   The site

   Brief and archive, twenty dossiers, news by importance, live prices, the situation room and a globe. Built to be read at seven.