Financial services
Real-time risk, fraud and customer analytics on platforms built to pass audit.
Banks, insurers and payment providers run on data that must be fast, accurate and explainable. We build platforms where every figure can be traced to its source and AI decisions can be explained to customers and regulators.
The challenge
What financial services teams tell us
Regulatory reporting load
Frequent, detailed returns assembled from fragmented systems and spreadsheets.
Fraud moves in real time
Batch scoring that catches fraud hours after the money has gone.
Legacy core systems
Mainframe and appliance warehouses that are costly to run and hard to change.
Explainability
Models that must justify their decisions to customers and supervisors.
Use cases
What we build
Fraud detection and transaction monitoring
Streaming features and real-time scoring with explainable alerts.
Regulatory reporting pipelines
Automated, reconciled data flows with full lineage to every reported figure.
Customer lifetime value
Unified customer data powering retention, pricing and cross-sell.
Document intelligence for KYC
Extraction and verification of identity and onboarding documents with human review.
Teradata and Hadoop exit
Migration of risk and finance warehouses to a governed cloud lakehouse.
Services
How we help
Big Data Migration
Move Hadoop, Teradata, Netezza, Exadata and on-premises warehouses to a cloud lakehouse safely, with parallel runs and zero-surprise cutovers.
Hadoop and legacy warehouses to the cloud
Data Governance & Quality
Quality gates, lineage, access control and privacy built into the platform, so data is trusted and compliant without slowing teams down.
Quality, lineage, privacy and access control
Machine Learning & MLOps
Forecasting, scoring and optimization models taken from notebook to production, with monitoring, retraining and governance.
Models from notebook to production
Generative AI & Agents
Retrieval-augmented assistants and AI agents built on your own data and systems, evaluated rigorously and kept under human control.
RAG assistants and agents on your data
Compliance by design
Regulations and standards we design for
Requirements we build into architecture, access control and documentation. We design for them; certification remains with your organization.
- BCBS 239
- PCI DSS
- SOX
- GDPR
- DORA
- Model risk management (SR 11-7)
Other industries
Healthcare & life sciences
Governed clinical and operational data, with privacy controls built in from ingestion.
ExploreRetail & consumer goods
Demand, pricing and personalization powered by a single view of products and customers.
ExploreManufacturing
Sensor, quality and supply-chain data brought together for predictive operations.
Explore
Tell us where your data is today.
A 45-minute conversation with a senior engineer. You leave with an honest view of what to build first, whether or not we work together.