Developer API

Causal intelligence, delivered as an API

A real-time engine that continuously scans market information, isolates the events that matter, and returns a ranked, structured explanation of why an asset moved: driver, evidence, confidence, and causal timeline.

In development: early access coming soon

How it works

From market noise to causal explanation

Scan
Continuously ingests news, earnings, macro, analyst actions
Detect
Identifies events with observable price impact, filters noise
Link
Connects events to affected assets and observed price moves
Rank
Ranks competing drivers by explanatory strength and confidence
Explain
Returns ranked explanation with evidence and historical analogs

Capabilities

Not news analytics. Causal explanation.

Hundreds of events hit the market every day. The engine identifies the few that actually explain a price move.

Continuous market scanning

Monitors news, earnings, macro releases, analyst actions, and sentiment in real time. Always on.

Signal extraction

Markets generate noise. The engine isolates events with observable price impact and discards the rest.

Event-to-price linking

Maps each detected event to the assets it affects and the price movements it coincides with.

Dominant driver ranking

Multiple events compete to explain a move. The engine ranks them by explanatory strength and confidence.

Causal timeline reconstruction

Rebuilds the sequence of events that led to a move: not just the latest headline.

Structured output

Returns drivers, evidence, confidence scores, causal chain, and historical analogs as structured JSON.

The difference

News feed vs. causal engine

Standard news feed
16:42US tightens AI chip export controls
16:38NVIDIA Q4 revenue beats estimates
16:35Fed holds rates steady at 4.5%
16:31Treasury yields rise across curve
16:28Tesla announces Berlin expansion
16:24Oil steady amid OPEC uncertainty
6 headlines. No ranking. No context.
Causal engine
NVDA−4.2%
1US export controls tightened0.91
→ Direct revenue exposure to China market
2Analyst downgrade cascade0.67
→ 3 firms revised price targets
3Sector sympathy from SOX −1.8%0.42
→ Semiconductor index correlation
Ranked. Linked. Explained.

Preview

One call. Full context.

Pass a ticker and a date. Get back the dominant driver ranked against competing events, the supporting evidence, a causal chain, and historical analogs: in one structured response.

Dominant driver ranked by explanatory strength
Supporting events with individual confidence
Timestamped evidence trail
Historical analogs with observed outcomes
POST /v1/explain
// Request
POST /v1/explain
{
"ticker": "NVDA",
"date": "2026-03-14",
"include": ["evidence", "analogs"]
}
// Response
{
"observed_move": -4.2,
"primary_driver": "US tightens AI chip export controls",
"confidence": 0.91,
"supporting_events": [2 ranked...],
"evidence": [3 sources...],
"causal_chain": [4 events...],
"historical_analogs": [2 cases...]
}

Built for

Wherever market context matters

Trading tools

Enrich alerts and dashboards with causal context. Know why before you act.

Research workflows

Accelerate fundamental analysis with structured, evidence-backed explanations.

Market monitoring

Pipe real-time causal intelligence into your surveillance and compliance systems.

Applications & agents

Feed structured market context into LLM-based tools, copilots, or autonomous agents.

Get early access

We're opening the API to a limited group of developers and teams. Join the waitlist to be among the first.

No spam. We'll notify you when the API is ready.

The move happened.
Now understand why.

Built for investors who need more than price action: causal context, evidence trails, and historically grounded analysis.

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