Data Modernization Services
Modern data infrastructure for risk, reporting, and AI
Epsilon helps organizations build and modernize the data infrastructure that powers risk management, reporting, analytics, and AI initiatives.
We work across the full data environment from data infrastructure, risk data stores, ETL and integration, and data warehousing to cloud platforms and AI enabled automation. The focus is practical: organize data better, strengthen visibility, improve reporting, and create a more scalable foundation for future growth. For firms operating in complex financial environments, data is not just a technical layer. It underpins business decisions, risk oversight, and operational efficiency. That is where we bring value.
Data Services We Offer
Structured data for risk and reporting
We design and support governed data environments so risk and finance teams can rely on consistent, well-organized data for balance sheet, regulatory, and management reporting.
Data architecture, ETL, and integration
We translate business and regulatory requirements into practical data models, ETL pipelines, and integration layers improving data quality and ensuring information flows reliably between core systems, risk platforms, and reporting environments.
Data warehousing and cloud platforms
We help modernize reporting and risk data onto 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.
Risk platforms and data environments
We have worked across established risk platforms such as PolyPaths and QRM, supporting data sourcing, integration, modelling, and reporting workflows. This experience helps ensure that data environments are aligned with how risk, finance, and reporting teams actually operate in practice.
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 tea
- Risk 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 financial and risk experience with hands-on data and AI delivery. We understand how balance sheet, risk, and reporting teams work, and we build data environments that support them rather than getting in their way. Our experience spans risk data stores, data warehousing, ETL and integration, and data environments built around platforms such as PolyPaths and QRM - helping organizations move from fragmented data landscapes to structured, governed systems.
For organizations to modernize their risk and 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 data, risk data stores, reporting challenges, or AI readiness, 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 risk, reporting, analytics, and business operations.
2. Why are risk 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 POLYPATHS and QRM environments?
Yes. Epsilon has supported multiple Banks with risk data store implementations and PolyPaths and QRM environments 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.
