Epsilon Data Services
Epsilon Data Services is the data engineering and advisory practice within Epsilon Technologies Group. We help our clients build and modernize the data foundation beneath capital-markets risk, financial reporting, and the trade and portfolio lifecycle - taking what risk engines, accounting systems, quants' models, and trade-management platforms produce and making it trustworthy, governed, examiner-ready, and usable, on either legacy or cloud platforms. The focus is practical: organize data better, strengthen visibility, improve reporting, and create a more scalable foundation that is AI ready. For firms operating in complex financial environments, data is not just a technical layer. It underpins business decisions, risk oversight, operational efficiency and AI readiness. That is where we bring value.
Data Services We Offer
Data Strategy & Advisory
We assess where your data stands today, then build a roadmap that ties your priorities to business results. We work with your leadership team to make data-driven decisions part of how you operate and stay involved after launch to track results and help them scale.
Data architecture, ETL, and integration
We translate business and regulatory requirements into practical data models with the semantic layer that makes data usable and AI-ready, ETL pipelines, and integration layers improving data quality and ensuring information flows reliably between core trading and accounting systems, risk analytics platforms, and reporting environments.
Data Visualization and Reporting
We build canned and ad-hoc reporting, dashboards, and packaged outputs that turn your data into clear, decision-ready views for risk, finance, board and the regulators - so the right numbers reach the right audience, on time and without manual assembly.
Data Governance
We build cataloging, quality checks, lineage tracking, fine-grained access, and model governance directly into your data environment, ensuring the numbers your risk, finance, and reporting teams rely on are trustworthy, traceable, and audit-ready from the start.
Data warehousing and cloud platforms
We help modernize reporting and Capital Markets data on cloud platforms such as Snowflake and Databricks, focusing on how data is structured, controlled, and used day-to-day - not just where it is stored.
Trade Management and Risk Analytics platforms and data environments
We have worked across established trade management and risk platforms such as ETS, Calypso, Murex, SimCorp, PolyPaths, and QRM, supporting data sourcing, integration, modeling, and reporting workflows - so the data environments we build are aligned with how risk, finance, and reporting teams actually operate in practice, not just how the platforms are designed to work.
Analytics and AI on top of better data
Once the foundations are in place, we support targeted analytics and AI use cases that sit on top of this environment - applied where they clearly add value and can be governed properly.
Why Data Services Matter
Many organizations are working through similar challenges:
- Data is spread across multiple systems and teams
- Capital Markets business and reporting processes rely on too much manual effort
- Warehousing and cloud environments are not fully connected to the business
- Data quality issues slow down analysis and decision-making
- AI initiatives cannot move forward without a stronger data foundation
Epsilon’s approach is to help solve these problems at the source. We bring together domain understanding, data architecture, and implementation capability to build environments that are cleaner, more connected, and easier to use.
Why Epsilon
Epsilon combines deep capital markets experience with hands-on data and AI delivery. We understand how balance sheet, accounting, risk, and reporting teams work, and we build data environments that support them rather than getting in their way. Our delivery experience spans Data Strategy & Advisory, Data modeling, ETL/ELT and integration, Data Visualization and Reporting, Data governance, Data Warehouse Modernization. We have helped number of clients move from fragmented data landscapes to structured, governed systems.
For organizations to modernize their data landscape, this mix of domain knowledge and practical implementation helps move work from planning into production, with less friction and more control.
Ready to Modernize Your Data Environment?
If your institution is working through fragmented Capital Markets data - security master, position, market and pricing, risk, accounting, or counterparty - along with reporting challenges or AI readiness gaps, Epsilon can help you assess the current state and build a practical path forward
Contact Us to Start a Data Modernization Assessment
FAQs
1. What are data services?
Data services for capital markets cover the design, management, and modernization of data environments that support reporting, analytics, and business operations.
2. Why are Capital Markets data stores and data warehousing important?
They help firms organize, connect, and manage data more effectively, which improves reporting, visibility, and decision-making.
3. Does Epsilon have experience with building data warehouses around Trade Management and Risk Analytics Platforms?
Yes. Epsilon has supported multiple Banks with capital markets data warehouse implementations around established trade management and risk platform environments such as ETS, Calypso, Murex, SimCorp, PolyPaths, and QRM covering data sourcing and architecture through production reporting and go-live support.
4. How can Epsilon help our team?
Epsilon brings capital markets knowledge, risk and business SME experience, and practical implementation support to help firms modernize their data environment in a way that fits real business needs.
5. How does AI fit into data services?
AI becomes useful when the data foundation is strong. Epsilon helps identify where AI can improve automation, validation, analytics, and operational efficiency across the data landscape, in line with what the underlying data can reliably support.
