Impact
Tactable helped a leading Canadian bank’s securities team to establish production-grade data quality capabilities across its capital markets data ecosystem, including Databricks-native validation pipelines and a federated Collibra Data Quality platform. The work provides business teams with greater visibility into data issues while establishing reusable governance and deployment patterns for data quality at enterprise scale.
Industry
Financial Services | Capital Markets
Key Services
Key Technology
- Azure Databricks
- Collibra
- Dremio
- AKS
- Terraform
- GitHub Actions
The Vision
Making Capital Markets Data Quality Scalable and Self-Service
The client needed to move beyond fragmented and legacy quality processes toward a platform where data could be onboarded, validated and governed consistently while allowing individual business teams to manage their own quality rules within enterprise controls.
The Solution
Creating a Modern, Federated Data Quality Ecosystem
Databricks-native DQ pipelines
Built an event-driven Data Quality Pipeline MVP using Databricks and DQX to execute configurable rules against standardized Capital Markets data.
Federated data governance
Operationalized the client’s Collibra Data Quality environment across Development, PAT and Production, allowing business teams to own rules while Tactable manages the underlying platform.
Automated deployment & security
Implemented infrastructure-as-code, enterprise SSO, secure credential management and modern CI/CD with security and code-quality gates.
Actionable quality visibility
Created error tables, run logs and summary dashboards that surfaced previously unmeasured data issues; the development implementation alone identified 15+ issues for remediation.
The Tactable approach
