Risk Management and Trader Dashboards: From Trades to Decisions

Risk dashboards are decision systems. They must be fast, consistent, and explainable under pressure.

What Traders and Risk Managers Need

• PnL by desk/book/strategy.
• Intraday changes with attributable drivers.
• Limit utilization and breaches.
• Sensitivities by factor and maturity bucket.
• Stress and scenario impact views.

Data-to-Decision Pipeline

Trades -> Enrichment -> Valuation -> Sensitivities -> Aggregation -> Limits -> Dashboard

Engineering Requirements

• Low-latency incremental recalculation.
• As-of snapshots and replay capability.
• Idempotent aggregation and deterministic totals.
• Drill-through from top-line number to individual trades.

References

• FRTB Overview (BIS)
• CFTC Market Risk Advisory Resources
• IOSCO Risk and Market Reports

Best Books to Read

• Value at Risk — Philippe Jorion
• Financial Risk Manager Handbook — Philippe Jorion
• Active Portfolio Management — Grinold & Kahn