Software pain points
- Fragmented order, quote, fill, and market-data histories make incident replay slow
- Tail-latency regressions appear only during peak market events
- Market-data entitlements and non-display usage are tracked manually
- Compliance alert review lacks trader context
- Venue certification and FIX changes consume scarce engineering time
- P&L explain depends on spreadsheets after the close
