Streaming live signals

Investment context
for AI agents

LLM-ranked signals from podcasts, news, prediction markets, social feeds, and earnings calls. One API. Real-time. Built for machines.

Polymarket Fed rate cut probability shifted +12%
Earnings NVDA guidance beats consensus 3.2x
X/Twitter Unusual volume on $TSLA sentiment
News SEC proposes new AI disclosure rules
How it works

From noise to ranked intelligence in three steps

01

Ingest

Continuously monitors podcasts, news feeds, X/Twitter, Kalshi, Polymarket, and earnings calls. Every source. Every second.

02

Rank

LLMs semantically score each signal for investment relevance, urgency, and cross-source corroboration. Noise dies. Signal survives.

03

Deliver

Structured JSON via API. Your AI agents consume ranked signals in real-time. No dashboards, no PDFs, no humans in the loop.

Signal sources

Every source that moves markets, in one feed

P

Prediction Markets

Real-time probability shifts from Kalshi and Polymarket. The crowd's best guess, quantified and tracked.

N

Financial News

Breaking stories, regulatory filings, macro events. Aggregated from hundreds of sources, deduplicated, ranked.

X

X / Twitter

Sentiment spikes, insider chatter, viral takes. Filtered for signal from the firehose of financial Twitter.

E

Earnings Calls

Key signals extracted from transcripts in real-time. Guidance changes, tone shifts, forward-looking statements.

Podcasts

Investment podcasts transcribed and analyzed. Expert opinions and market narratives, structured and searchable.

{}

Your Sources

Plug in proprietary data feeds. Primary Logic ranks them alongside public signals for unified intelligence.

Agent-first

Built for code, not for clicks

Most financial data products are built for humans staring at dashboards. Primary Logic is built for AI agents making decisions at machine speed.

// Get ranked signals for your investment agent
const signals = await primaryLogic.getSignals({
  topics: ["fed-rate-decision", "tech-earnings"],
  sources: ["polymarket", "earnings", "news"],
  minRelevance: 0.85,
  realtime: true
});

// Each signal: ranked, sourced, and ready for your agent
// { relevance: 0.94, source: "polymarket", signal: "..." }

The financial data stack was built for humans.
We're rebuilding it for agents.

Real-time. LLM-ranked. API-first. The intelligence layer your AI agents have been missing.