Processes

Manage market data

How manage market data are reshaped as AGI capability advances.

ProcessesManage market data
Manage market data — illustrated

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How the work flows

Trigger: Market data feeds from exchanges, central banks, and third-party vendors arrive at the institution's ingestion layer.

  1. Ingest real-time and end-of-day data feeds from vendors and exchanges
  2. Validate incoming data for completeness and formatting compliance
  3. Detect and resolve pricing anomalies or stale data points
  4. Normalize heterogeneous data into standardized internal formats
  5. Distribute approved data to trading, risk, and ledger systems
  6. Archive historical data for back-testing and compliance audits

Outcome: Validated, normalized market data is continuously available to downstream trading, valuation, and risk management systems.

Measured by

Data LatencyPricing Error RateFeed UptimeCost Per Data Source