Solutions · built for finance
Credibility infrastructure for financial markets.
Two solutions, one credibility infrastructure.
Solution 01
Market Narrative Intelligence
Real pipeline output on TSLA, 30 days
From 53 sources reporting → 39 that mattered. Same coverage, only the signal.
Know what’s real. React only to what moves the position.
Every market-moving narrative on a well-followed name reaches you the same way it reaches everyone else. The most-watched names in global markets are buried in coverage — dozens of outlets, thousands of headlines, social amplification, and a rising share of fabricated or manipulated stories.
Our Narrative Intelligence layer structures the noise. Every article clustered into stable, scored narratives — ranked by what actually moved capital, not by what was loudest.
Goal: cut through the noise on names everyone watches, and surface only what’s real, what’s new, and what’s moving.
What this gives your desk
- A noise filter. Recycled headlines, syndication echoes and fabricated stories don’t reach the desk. Same coverage, only the signal.
- Impact, not just data. Not another sentiment number per article. The narrative: which themes are dominant on a name, where they’re trending, and which actually moved the tape.
Delivered as: REST API · MCP server · Web playground · Portfolio Narrative Risk Map
Coverage today: 109 US-equity tickers (out of S&P 500, customisable).
Solution 02
Source Credibility Index
Credibility isn't a brand. It's a behaviour.
The Source Credibility Index breaks every source's claims into atomic, checkable pieces — and maps how each source behaves: who calls it first, who echoes, who revises, who contradicts, how a claim spreads over time.
Each claim scored on two axes
Was it right?
Checked against how the asset actually moved over the claim’s own stated horizon.
Did it move the narrative — or just ride it?
Early callers who shift the story earn more than late echoers who repeat it.
Reputation buys nothing. A famous outlet that is consistently late scores below an obscure account that is early and correct.
Source credibility
TSLA · FSD safety
electrek
EV trade press
Yahoo Finance
Retail financial media
CNBC
Broadcast media
Bloomberg
Institutional media
Reuters
Global newswire
One score per source × ticker × topic.
The same outlet can be trusted on one name, not another.
Can’t be brand-bought
Reputation buys nothing. Every score is derived from behaviour and market outcomes.
Can’t be over-generalised
Scored per name, per topic, per timeframe. Not one blanket rating per publisher.
Can’t go stale
Updates continuously as new evidence lands. Not a periodic review.
Trust that's earned, not branded.
Get on the waitlistUse cases
Which solution fits your team?
Position on themes still on the periphery, before consensus prices them in.
See which narratives are driving your book with the Portfolio Narrative Risk Map.
Trust-weighted decision inputs — know which sources have earned credibility on which names.
Native cross-language coverage for research on non-Western names.
597 signal articles filtered from 2,947 — focus, don’t sort.
Every citation auditable per claim, per source, per timeframe.
Catch momentum-stage moves before institutional flow reaches them.
React only to narratives that actually moved the tape.
Filter for sources that have historically been early and correct on a name.
Multi-language narrative fingerprints for thematic reports.
Structured signal (dominance, sentiment, trend) for periodic analysis.
Media accountability benchmarks per ticker × topic.
Pull early narrative signals into autonomous research agents via MCP — before they hit mainstream feeds.
Machine-readable narrative scores your agents act on directly — no scraping, no headline parsing.
Trust-weighted inputs so agents weight sources by proven accuracy, not popularity.
