AI Infrastructure for Financial Services

Overview

AI is transforming every corner of financial services, from client onboarding and claims processing to portfolio management and fraud detection. But many teams are stuck in the prototype stage, unable to move into production due to compliance hurdles, data residency requirements, and brittle infrastructure.

Cake provides a secure, composable platform that makes it easy to build and deploy AI systems in your own environment. Use the open-source tools you trust, keep your sensitive data protected, and move faster with infrastructure designed for finance.

Unlike closed platforms that restrict how and where you can deploy models, Cake gives you full control over your stack. You can integrate LLMs, vector databases, orchestration frameworks, and observability tools—all running in your own cloud. This flexibility lets you build AI systems that align with internal policies, meet strict regulatory standards, and scale without compromising performance or security.

Key benefits

✓  Protected sensitive data at every layer: All workloads run inside your environment with no data egress, ensuring financial data stays secure and compliant.

✓  Accelerated development with trusted tools: Use best-in-class open-source components and models without building the integrations yourself.

✓  Reduced infrastructure risk and overhead: Avoid brittle, ad hoc stacks with a platform that is secure, composable, and built for production workloads.

✓  Streamlined compliance and audit readiness: Get fine-grained access controls, detailed logs, and built-in support for regulations like PCI DSS and SOX.

✓  Faster deployment across use cases: From fraud detection to advisor support, move from prototype to production quickly with Cake as your foundation.