Impact
Tactable helped a leading Canadian bank to remove a critical barrier to migrating data-quality workloads away from legacy Alteryx processes by transforming complex nested trading data into governed, queryable Dremio datasets. The resulting configuration-driven framework creates a repeatable pattern for onboarding additional trading systems without requiring bespoke development for every source.
Industry
Financial Services | Capital Markets
Key Services
Key Technology
- Dremio
- Collibra Data Quality
- Data Transformation
The Vision
Creating a Reusable Data Transformation Layer for Capital Markets
Complex nested trading datasets prevented downstream quality tooling from consuming data consistently and made onboarding new systems dependent on custom engineering. The client needed a standardized pattern that could scale as additional trading systems were brought onto the platform.
The Solution
Building a Configuration-Driven Data Transformation Framework
Legacy platform migration
Enabled the transition of data-quality workloads from Alteryx toward governed Dremio and Collibra-based processes.
Complex data flattening
Developed patterns for converting nested trading data, including dynamic arrays, fixed arrays and nested JSON, into standardized queryable datasets.
Configuration-driven onboarding
Created a generalized engine controlled by environment-specific configuration, reducing the need to write custom transformation logic for every trading system.
Built-in data validation
Added sanity checks to validate transformed datasets before they are exposed to downstream business users, quality tooling and regulatory processes.
The Tactable approach
