The Fastest Path
to Production AI

Cake provides full life cycle open source AI components for developers. Configure the stack you need and start building quickly.

Teams accelerating with Cake

The Control of a Build at the Speed of a Buy

Everything required for accelerating your next AI project: underlying infrastructure, resource administration, component integrations, and pre-built project guides. Security and monitoring are integrated throughout, enabling a smooth path to production.

Assemble a complete stack

Cake provides a curated set of open source technologies covering the full stack required for both generative and predictive AI use cases.

Skip a year of integration work

Cake components come pre-assembled with built in security features, compute optimization, and project administration.

Stay at the frontier

Cake combines loose coupling of component tooling with internal research to offer the latest versions of AI software across the stack.

Don't get stuck with the wrong tools

Choose your favorite open source modules today. Reconfigure your stack tomorrow.

AWS is a cloud computing platform by Amazon.
Azure is a provider of cloud services from Microsoft.
Cerebras is a provider of cloud based AI accelerator services.
CoreWeave is a provider of GPU backed cloud compute.
Google Cloud Platform is a collection of cloud services from Google.
HPE GreenLake is a cloud services platform for managing on-premises and cloud infrastructure.
IBM cloud is a collection of cloud services from IBM.
Kubernetes is an open-source system for automating deployment, scaling, and management of containerized applications.
Lambda is a provider of GPU backed cloud compute.
Oracle Cloud is a collection of cloud services from Oracle.
Slurm is a high scalable workload manager for Linux clusters.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
PyTorch FSDP is a library for distributed training of large models.
LangChain is a framework to simplify the creation of application using LLMs.
LlamaIndex is a data framework for connection custom data sources to LLMs.
LoRA is a process for fine tuning pre-trained LLMs.
QLoRA is a process for fine tuning quantized LLMs.
TRL is a library to train transformer language models using Reinforcement Learning.

Ready for Production

Cake offers a fully integrated platform from compute management to application development.


Auto-Scaling

Cake automatically adjusts computing resources based on workload, optimizing performance and cost efficiency throughout project deployment. 

Security

Complement the raw power of open source tools with centralized security, system monitoring and alerting, user management, and role-based access control.

Monitoring

Integrated application monitoring offers greater visibility into the performance of a complex distributed system with configurable alerts.

Product Templates

Cake drives customer projects to success with templated recipes, expert guidance, and hands-on support.

Project Control

Manage the progress to production, including costs, resource utilization, and any problems in production (alerts on drift, pipeline breakages, activity delays).

Collaboration

For data scientists, Cake offers a convenient central location to organize project artifacts – notebooks, experiments, pipelines, assets, and more.

Your team’s AI aspirations are only minutes away

Cake AI assembles and deploys a modular and highly configurable platform customized for your applications