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Events

Structured detection of market-relevant disruptions and shifts, designed to help teams stay ahead of change.

What are Events?

Events are time-stamped representations of significant market developments that may materially affect supply, demand, or market balance.

Rather than treating markets as smooth time series, Events acknowledge that real markets move in steps, disruptions, and inflection points.

Snowtrail Events are designed to surface these moments clearly and consistently, helping teams understand not just what happened, but when it mattered and why.

Event Detection

Snowtrail Events identify and contextualise meaningful developments across commodities markets, highlighting when conditions deviate from normal behaviour due to weather, infrastructure, flows, or structural changes.

pipeline_outage
{
  "event": "pipeline_outage",
  "product": "gbsi_us",
  "detected_at": "2026-01-24T08:15:00Z",
  "data": {
    "facility": "Transco Zone 6",
    "event_type": "Unplanned Outage",
    "capacity_impact_mmcfd": 450,
    "severity": "High",
    "status": "Active"
  },
  "metadata": {
    "published_at": "2026-01-24T08:20:00Z",
    "version": "1.0.0"
  }
}

Illustrative output. Fields and labels shown for demonstration purposes.

Automated detection Categorised by type Severity scoring

Example: Pipeline Outage

Infrastructure events capture disruptions to key pipelines and facilities, including capacity impact estimates and severity classifications.

Each event is timestamped and categorised, enabling systematic tracking of supply-side risks and historical impact analysis.

Why Events Matter

Many of the most important market moves are driven by discrete events rather than gradual trends.

Teams often struggle with:

Detecting meaningful disruptions early

Separating signal from noise in fast-moving markets

Linking events to subsequent price or volatility responses

Maintaining consistent records of past market shocks

Snowtrail Events provide a structured way to track, analyse, and respond to these moments as they occur.

How Teams Use Events

Snowtrail Events support a range of practical workflows.

Timely awareness

Monitoring emerging disruptions across weather, infrastructure, and flows.

Contextual analysis

Understanding how specific events relate to changes in market behaviour.

Post-event review

Analysing historical shocks and their impact on prices, volatility, or balances.

Alerting and escalation

Highlighting when conditions move outside normal operating ranges.

Events are designed to complement both discretionary monitoring and systematic analysis.

What Snowtrail Does Differently

Snowtrail Events are built with a focus on relevance and consistency.

Market-driven definitions

Events are defined around market impact, not just raw thresholds.

Cross-domain coverage

Weather, infrastructure, flows, and balances are evaluated within a common framework.

Time-aware structure

Events are clearly bounded in time, supporting clean analysis and attribution.

Designed for integration

Events can be linked directly to signals, prices, and research outputs.

Explore Market Events with Snowtrail

If you'd like to see how Snowtrail Events can help you monitor and respond to market-moving developments, we'd be happy to walk through examples relevant to your markets.

Request Demo