Framework application

Turning the world into structured signals.

World Intelligence is a framework app: it ingests world knowledge and alternative-data signals, organizes them through a dedicated analyst bot and a set of world tools, and exposes them so the rest of the swarm can reason over them — most directly, the trading desk.

What it does

Knowledge and alt-data, made usable.

Most agents fail not because the model is weak but because the inputs are raw. World Intelligence is the layer that turns scattered world signals into something an agent can act on, with the same tool, app, and surface registration every Open Swarm app uses.

Ingest

World knowledge layer

A knowledge layer pulls in world context and keeps it organized, so signals are grounded rather than hallucinated.

Signals

Alternative-data signals

Alt-data signals are derived and scored, ready to be combined with market data by downstream applications.

Analyst bot

A world-analyst persona

A dedicated analyst bot interprets the signals into structured output, carrying the reasoning behind each call.

Tools

World tool set

A set of world tools is registered into the swarm so any bot can query the intelligence layer through the standard tool interface.

Surface

Its own app surface

World Intelligence registers an app and surface like every other application, so it is browsable in the cockpit, not buried in code.

Downstream

Feeds the trading desk

The trading swarm combines these signals with market data when it ranks candidates — alt-data and price working together.

Page status. This page is live with the architecture and capability summary. Annotated screenshots of the World Intelligence surface and example signal output are being added; drop them into /media/screenshots/ and they will slot into this section.

See it drive a decision.

The trading write-up shows how a world signal becomes part of a justified trade.