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System Health

Service Health

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Data Pipeline

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Source Freshness

Real-time freshness for each operational data source feeding the compute pipeline.

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Freshness Policy Matrix

Per-source thresholds determine when data is degraded or excluded from scoring.

SourceExpected CadenceDegrade AfterExclude AfterConfidence Cap
Polygon1 min (market hours)15 min2 hours50%
FREDDaily36 hours72 hours30%
CoinGecko5 min30 min4 hours50%
BinanceReal-time5 min1 hour40%
EIAWeekly8 days14 days30%
GridStatusHourly4 hours12 hours40%
StooqDaily (fallback)36 hours72 hours30%

Pipeline Architecture

Ingestion

7 operational data sources feed the pipeline. Each source has independent monitoring. Degraded sources fall back to last-known-good values.

Computation

54 indices across 9 risk families are recomputed on schedule during market hours. Each index includes freshness metadata, quality indicators, and confidence signals.

Delivery

Computed indices are available via REST API and real-time WebSocket feeds. The conditions engine aggregates index signals into risk state, strain, and regime.

For issues or feedback, see the API Docs or reach out to support.

Informational only — not financial advice. Data may be delayed or incomplete. Always do your own research.

MarketSchema — Cross-Asset Risk Intelligence