Dynamic and Automated ETLs for a High Quality and Scalable Data Warehouse
Transforming fragmented raw inputs into a unified, scalable data warehouse powering over 100 Power BI dashboards for a fast-growing financial firm.
More data, better decisions — but only with the right architecture underneath.
The fast-paced financial industry keeps an ascending trend of portfolio managers and traders rushing to consume more data. For our client, a high-quality and controlled data warehouse was critical to keeping up with their growth.
With a target to source over 100 Power BI dashboards and reports, they needed to proficiently transform all raw data into relevant and normalised data. OmniVista provided the analysts, automation, and architecture to make that happen.
Bringing rich and diverse data into a meaningful data warehouse ensures deeper insights, better decision-making, and the ability to extract real value from every data source.
Data growing faster than the infrastructure to handle it
Like any data-driven company, the client subscribed to disparate sources — investment, portfolio management, and operational data all arriving in different formats, structures, and schedules. Supplementing more raw data bolstered Power BI dashboards but added significant complexity to their ETL pipelines.
Identifying similar business objects — securities, funds, portfolios — from diverse sources and mapping them to master tables and database IDs.
Importing blotter files from different fund managers that each provide differently formatted files and columns — with no standardisation.
Building an overall import process that adjusts dynamically to the continuous onboarding and retiring of raw data sources.
Tracking the status of scheduled loads and alerting when expected data — all or partial — was missing from the pipeline.
Ensuring high data quality across every source and transformation — with clear audit trails and discrepancy reporting built in from the start.
Three capabilities that transformed their data operations
OmniVista provided analysts capable of integrating into the client’s tech-savvy team, alongside expanded support coverage by both US and UAE teams for their business workflows from 11pm to 8pm ET.
US and UAE analysts embedded into the client’s team, providing a constant stream of live updates and seamless data availability across multi-storage environments.
Translators, mappers, and program configurations allowing dynamic ETLs from various sources — accessible without extra development. Strong error logging and audit tables captured data discrepancies with clear root-cause articulation.
MS SQL combined with MS Fabric and Power BI for detailed analysis — optimising business processes, analysing financial dashboards, and developing investment and growth strategies.
→ Reliable and comprehensive business intelligence in one place
→ Portfolio performance analysis across different granularity levels
→ Intensive financial market understanding for sharper decision-making
→ Scalable import process adjusting to continuous source changes
→ Agile implementation converging to stable, reliable pipelines
→ Diagnostics visible across entire enterprise data flows
Ready to unlock the full value of your data?
OmniVista builds scalable data warehouses and analytics platforms for financial firms globally.
