Trading Platform Data Migration
Migrate trading platform data with zero downtime and 100% accuracy. Handle high-frequency data, maintain complete audit trails, and ensure regulatory compliance throughout the migration.
Complete Trading Data Migration
AI handles all trading platform data types with 100% accuracy
Market Data
- Real-time quotes and prices
- Historical tick data
- Order book snapshots
- Level 2 market depth
- Trade and quote (TAQ) data
- Market indices and benchmarks
Order & Execution Data
- Order history and status
- Execution reports
- Fill and partial fill data
- Order routing information
- FIX protocol messages
- Smart order routing logs
Position & Portfolio Data
- Current positions
- Historical positions
- P&L calculations
- Risk metrics (VaR, Greeks)
- Margin requirements
- Portfolio analytics
Reference Data
- Security master data
- Instrument definitions
- Exchange calendars
- Corporate actions
- Symbology mappings
- Counterparty information
Compliance & Audit Data
- Trade surveillance logs
- Audit trails
- Regulatory reports
- Best execution analysis
- Pre-trade risk checks
- Post-trade compliance
Client & Account Data
- Client profiles
- Account hierarchies
- Trading permissions
- Credit limits
- Fee schedules
- Client reporting data
4-Phase Migration Timeline
Complete in 4-6 weeks vs 6-12 months traditional
Phase 1: Assessment & Planning
- AI analyzes trading platform architecture and data volumes
- Identifies critical data types: market data, orders, positions, reference data
- Maps data relationships and dependencies
- Plans zero-downtime strategy with dual-write mode
- Defines regulatory compliance requirements (MiFID II, Reg NMS, etc.)
- Creates detailed migration plan with rollback procedures
Phase 2: Data Preparation & Validation
- Sets up target trading platform infrastructure
- Migrates reference data and security master
- Validates instrument definitions and symbology mappings
- Migrates historical market data and tick data
- Validates data accuracy with reconciliation checks
- Tests data access and query performance
Phase 3: Live Migration with Dual-Write
- Enables dual-write mode: writes to both old and new platforms
- Migrates order history and execution data
- Migrates position and portfolio data
- Continuous synchronization of real-time data
- Validates data consistency between platforms
- Runs parallel trading operations for validation
Phase 4: Cutover & Validation
- Switches primary trading to new platform (zero downtime)
- Maintains old platform as backup for 30 days
- Validates all trading operations and data accuracy
- Confirms regulatory compliance and audit trails
- Trains users on new platform
- Decommissions old platform after validation period
Regulatory Compliance
MiFID II (EU)
- Transaction reporting with complete audit trail
- Best execution analysis and reporting
- Clock synchronization to UTC
- Order record keeping for 5 years
- Pre-trade and post-trade transparency
Reg NMS (US)
- Order protection and best execution
- Access to market data
- Sub-penny pricing rules
- Market data transparency
- Trade-through prevention
EMIR (EU)
- Derivatives trade reporting
- Risk mitigation for OTC derivatives
- Central clearing requirements
- Trade repository reporting
- Timely confirmation of trades
Dodd-Frank (US)
- Swap data reporting
- Real-time public reporting
- Recordkeeping requirements
- Position limits compliance
- Volcker Rule compliance
People Also Ask
Can trading platforms be migrated with zero downtime?
Yes. AI uses a dual-write strategy where both old and new platforms operate simultaneously for 2-3 weeks. All trades are written to both systems, ensuring zero downtime and zero data loss. The cutover happens instantly by switching the primary system, with the old platform maintained as backup for 30 days. This approach has been proven with high-frequency trading platforms processing 10M+ trades per day.
How is high-frequency trading data migrated?
High-frequency data (tick data, order book snapshots, execution reports) is migrated using streaming replication with microsecond precision. AI handles 10M+ records per day with parallel processing, compression, and optimized network protocols. Historical tick data is migrated in batches during off-peak hours, while real-time data is continuously synchronized during dual-write mode.
What about FIX protocol message migration?
AI automatically converts FIX protocol messages between versions (FIX 4.2, 4.4, 5.0) and handles custom tags and extensions. It preserves complete message history including order routing, execution reports, and market data. The migration maintains message sequencing and handles session-level recovery to ensure no messages are lost during the transition.
How long does trading platform migration take?
AI completes trading platform migrations in 4-6 weeks compared to 6-12 months with traditional methods. The timeline includes 1 week for assessment, 1-2 weeks for data preparation, 2-3 weeks for dual-write migration, and 1 week for cutover and validation. The actual cutover happens instantly with zero downtime.
Is regulatory compliance maintained during migration?
Yes. AI ensures complete compliance with MiFID II, Reg NMS, EMIR, and Dodd-Frank throughout the migration. It maintains complete audit trails, preserves transaction reporting data, ensures best execution records, and keeps all regulatory reports accessible. The dual-write approach ensures no gaps in compliance data during the transition.
Migrate Your Trading Platform with Zero Downtime
100% accuracy, complete regulatory compliance, and 4-6 week timeline. Start your migration today.