Our Expertise

The right platform for
your financial data.

We combine deep financial services domain knowledge with hands-on expertise across the leading analytics and data platforms — and we know how to apply them to the specific challenges banks and fintechs face.

Use Cases

What we build for banks & fintechs

Platform expertise applied to real financial services problems.

Signature Practice

Client Profitability & Customer Strategy

Relationship-level P&L models combining revenue, cost of funds via FTP, operating cost allocation, and risk-adjusted capital charges. Built on Snowflake or Oracle with Tableau or Power BI visualizations.

  • Funds transfer pricing (FTP) modeling
  • Activity-based cost allocation
  • RAROC and economic profit
  • Segment-level profitability dashboards
  • Relationship manager scorecards

Regulatory & Risk Reporting

Automated, auditable pipelines for stress testing, capital reporting, and liquidity requirements — designed for regulatory scrutiny and examiner confidence.

  • CCAR / DFAST stress testing pipelines
  • CECL allowance and loss forecasting
  • Basel III/IV capital adequacy reporting
  • Liquidity coverage ratio (LCR) dashboards
  • Model risk management data lineage

Financial Performance Analytics

Connecting finance, treasury, and business lines to a single source of truth for NIM, fee income, expense management, and forward-looking FP&A.

  • Net interest margin (NIM) analytics
  • Fee income and non-interest revenue
  • ALCO reporting and rate sensitivity
  • Branch and channel performance
  • Executive and board reporting packages

Fintech Data Infrastructure

Modern cloud data stacks for fintechs — real-time pipelines, user analytics, fraud intelligence, and investor-grade reporting, all built for scale.

  • Real-time event streaming and processing
  • User cohort and retention analytics
  • Fraud and AML feature pipelines
  • Investor KPI and growth dashboards
  • Compliance and audit data trails

Where the data lives

Core Banking Systems We Integrate

Client profitability and financial analytics start with the data locked inside your core. We know how to get it out — cleanly, reliably, and with full lineage.

Core Banking Platform

FIS

FIS powers thousands of banks and credit unions worldwide. We extract and model data from FIS Modern Banking Platform, IBS, and related FIS products to build client profitability and regulatory analytics.

What we deliver

Customer and account-level data extraction
Deposit, loan, and transaction schema mapping
GL and cost center integration
Real-time and batch ingestion pipelines
Data quality validation and reconciliation
Core Banking Platform

Fiserv / Finxact

Fiserv DNA, Signature, and the modern cloud-native Finxact core are common across community and regional banks. We map Fiserv's data models into analytical environments for profitability and regulatory use.

What we deliver

Fiserv DNA and Signature data extraction
Finxact event-based data model integration
Customer relationship and product linkage
Fee income and interest income attribution
Historical data migration and normalization
Core Banking Platform

Finacle by Infosys

Infosys Finacle is widely deployed across international and mid-market banks. We integrate Finacle's retail and corporate banking modules into Snowflake or Oracle analytics environments.

What we deliver

Retail and corporate banking module extraction
Customer hierarchy and segment mapping
Multi-currency and multi-entity normalization
Trade finance and treasury data integration
Finacle reporting API and database-level access
Core Banking Platform

Finastra

Finastra's Fusion suite covers retail banking through to capital markets. We bridge Finastra's silos into unified analytics platforms.

What we deliver

Fusion Phoenix and Horizon data extraction
Fusion Essence integration for retail banking
Cross-product customer linkage and deduplication
Interest rate and liquidity data pipelines
Regulatory report feeds from Finastra modules
Core Banking Platform

Oracle FLEXCUBE

Oracle FLEXCUBE is a natural data source for Oracle Analytics Cloud and Oracle ADB deployments. We leverage native Oracle tooling to deliver seamless, high-performance analytical integration.

What we deliver

FLEXCUBE Universal Banking data extraction
Native Oracle ADB pipeline design
Oracle Analytics Cloud subject area development
Customer, product, and transaction schema modeling
Real-time replication with Oracle GoldenGate

Where the insights live

Analytics & Visualization Platforms

Once the core banking data is integrated, we build the analytics layer on the platforms financial institutions trust most.

Cloud Data Platform

Snowflake

Our primary cloud data warehouse for banking analytics. Snowflake's performance, elasticity, and governance capabilities make it ideal for multi-core ingestion, client profitability models, and regulatory workloads.

What we deliver

Data warehouse architecture and schema design
Multi-cluster configuration and cost optimization
Snowpipe and streaming ingestion from core banking
Stored procedures and in-warehouse transformations
Role-based access control for financial data governance
Enterprise Data & Analytics

Oracle Analytics Cloud & ADB

The natural choice for Oracle FLEXCUBE environments and institutions already running Oracle infrastructure. Oracle ADB combined with Oracle Analytics Cloud delivers a tightly integrated, high-performance analytics stack.

What we deliver

Oracle Autonomous Database (ADB) design and tuning
Oracle Analytics Cloud subject areas and dashboards
OBIEE to OAC migration and modernization
Oracle GoldenGate for real-time data replication
PL/SQL performance tuning for financial queries
Visualization & BI

Tableau

The visualization layer of choice for client profitability dashboards, ALCO reporting, executive scorecards, and relationship manager views. Deployed on Tableau Server or Tableau Cloud with full governance.

What we deliver

Tableau Server and Cloud deployment and administration
Row-level security for relationship manager views
Executive, board, and ALCO dashboard design
Embedded analytics in banking portal applications
Self-service enablement and analyst training
Microsoft BI Ecosystem

Power BI

Preferred by Microsoft-centric institutions for FP&A, budget vs. actual reporting, and branch performance analytics. Deep integration with Azure, Excel, and the broader Microsoft 365 ecosystem.

What we deliver

Semantic model design with DAX best practices
Power BI Premium / Fabric for enterprise banks
Azure Synapse and Fabric integration
Excel write-back workflows for FP&A teams
DirectQuery mode for real-time financial reporting

Supporting Capabilities

Supporting tools & capabilities

The enabling technologies that underpin every core banking integration and analytics engagement.

Data Pipeline & Integration

Fivetran, Airflow, and custom API/JDBC connectors for reliable, auditable ingestion from core banking APIs, file exports, and database-level access.

Data Governance

Collibra and native platform governance tools for data cataloging, lineage tracking, quality monitoring, and access control inside regulated institutions.

Cloud Infrastructure

AWS, Azure, and GCP data services — S3, ADLS, Synapse, Databricks — architected for the performance and compliance demands of financial workloads.

AI & ML in Finance

Embedding predictive models into analytics workflows — credit risk scoring, CLV modeling, churn prediction — feeding directly into Tableau and Power BI dashboards.

Core System APIs & Connectors

Direct REST API, SOAP, JDBC, and file-based extraction from FIS, Fiserv, Finacle, Finastra, and FLEXCUBE into Snowflake and Oracle environments.

Security & Compliance

Role-based access, column-level security, audit logging, and compliance frameworks built for SOX, FDIC examination, GDPR, and CCPA from day one.

Built for regulated environments

Every system we build for a financial institution is designed with compliance, auditability, and examiner confidence in mind from the start.

SOX & Audit Trail: Full data lineage and audit logging so your finance team can trace every number back to its source — exactly what auditors require.
Model Risk Management: Documentation, validation support, and governance frameworks for analytical models that fall under MRM oversight.
FDIC / OCC Examination Readiness: Systems and documentation that hold up to examiner scrutiny, with clear data governance policies and access controls.
GDPR, CCPA & Data Privacy: Role-based access, data masking, and privacy-by-design architecture to keep customer PII protected and compliant.

Ready to get started?

Let's talk about your data environment.

Whether you're selecting a platform or optimizing an existing one, we'll give you an honest assessment of what will actually work for your institution.