Narrative graph
Discover emergent themes across news, filings, social, and research. Each narrative is a first-class entity with momentum, sentiment, and co-occurrence structure.
Narraxis
AI · NLP · Market intelligence
Narratives as first-class market citizens
Narraxis models the stories that move markets—tracking how narratives rise, peak, and fade—then measures their real impact on tradable assets.
Narratives tracked
2.4k+
Asset correlations
Real-time
Signal latency
<15min
Platform
Stories that trade. Quantified.
Markets don’t only react to earnings and macro prints—they react to what people believe. Narraxis turns unstructured language into structured narrative objects you can rank, compare, and link to price action.
Rise & fall tracking
NLP pipelines score importance and popularity over time—so you see which stories are accelerating, plateauing, or decaying before they show up in consensus.
Asset impact layer
Map narrative exposure to equities, sectors, rates, and commodities. Measure beta, lead-lag, and attribution—not just correlation on a keyword list.
How it works
From language to tradable signal
A continuous pipeline ingests text, clusters meaning, scores narrative velocity, and connects outcomes to instruments your desk already trades.
Ingest & normalize
Multi-source text flows through entity resolution and deduplication—one canonical voice per market story.
Extract narratives
Transformer-based NLP identifies themes, actors, and claims—building a living narrative ontology.
Score momentum
Popularity and importance indices update in near real time as attention shifts across the information surface.
Link to assets
Impact models estimate how narrative shocks propagate into returns, spreads, and volatility regimes.
Why Narraxis
Built for desks that think in stories and risk in numbers
- Narratives, not keywordsSemantic clusters capture meaning drift—when “soft landing” becomes “no landing.”
- Popularity vs. importanceSeparate attention spikes from structural shifts that actually reprice risk.
- Tradable attributionKnow which names move because of which story—and when the narrative is exhausted.
See the stories behind the tape
Join the waitlist for institutional early access. We’re onboarding select asset managers and systematic teams.
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