Impact
Tactable worked with a leading Canadian bank to onboard and operate trading-venue data at significant scale, standardizing raw venue information into governed data products that can be consumed across the bank. Individual venues can require processing 70M+ records per day in under three hours, supported by reconciliation, metadata, SLA monitoring and standardized ingestion patterns.
Industry
Financial Services | Capital Markets
Key Services
Key Technology
- Dremio
- HDFS
- Event-Driven Data Pipelines
- CI/CD
The Vision
Creating a Repeatable Platform for Capital Markets Data Onboarding
The client needed a scalable way to bring data from multiple trading venues into its enterprise platform while ensuring every dataset was standardized, traceable, reconciled and supportable.
The Solution
Industrializing Trading Venue Data Ingestion
Standardized venue onboarding
Established repeatable processes for onboarding raw venue data and transforming it into the client’s Consolidated Data Model.
High-volume data processing
Built and supported ingestion capable of processing tens of millions of records per venue each day across both connector-based and event-driven ingestion patterns.
Automated reconciliation & monitoring
Implemented record-count and checksum reconciliation, SLA monitoring and notification standards to validate completeness and quickly identify ingestion failures.
Governed data consumption
Enriched standardized datasets with metadata and exposed them through Dremio, improving traceability, troubleshooting and downstream business access.
The Tactable approach
