AI Infrastructure for SaaS

Overview

In SaaS, speed and scalability aren’t just nice to have—they’re the difference between winning and falling behind. Whether you’re embedding AI features into your product, building internal tools for GTM efficiency, or launching customer-facing agents, your infrastructure needs to move as fast as your roadmap. But most teams end up cobbling together tools and services that weren’t built to work together, slowing everything down.

Cake makes it easy to go from prototype to production with a platform purpose-built for secure, cloud-agnostic AI development. It gives your engineers a composable stack that’s ready for data pipelines, orchestration, observability, and LLM integration so you can focus on building features, not fighting infrastructure.

Cake was designed with SaaS companies in mind: flexible enough for rapid experimentation, reliable enough for enterprise-grade deployments, and secure enough to meet the needs of customers in regulated industries. Whether you’re supporting one product or dozens of tenants, Cake gives you the foundation to scale with confidence.

Key benefits

✓  Reduced engineering overhead: Cake delivers production-ready environments that minimize time spent stitching together infrastructure.

✓  Accelerated product development: SaaS teams ship AI-powered features faster—without sacrificing stability or compliance.

✓  Enterprise-grade security and control: Teams can self-host LLMs, route calls securely, and meet complex customer security requirements.

✓  Future-proof foundation: Cake makes it easy to integrate the latest open-source tools without re-architecting your stack.

✓  Optimized for scale: Supports multi-tenant workloads and high-throughput inference pipelines across customer environments.