Sold by: Cake
Deployed on AWS
Full stack AI/ML infrastructure running in your AWS VPC on Kubernetes. Cake provides a secure, production-ready foundation for generative AI and machine learning projects.
Overview
Cake is a managed open-source AI platform that runs entirely inside your AWS VPC, enabling enterprises to build, deploy, and operate generative AI and machine learning workloads securely and at scale. Cake delivers a production-ready AI platform built on a curated set of popular open-source technologies. The platform is continuously expanded with new open-source applications, frameworks, and integrations, allowing customers to adopt emerging AI capabilities without rebuilding infrastructure or managing complex upgrades. Customers use Cake to run RAG pipelines, agent-based systems, fine-tuning workflows, batch and real-time inference, and end-to-end ML pipelines. Integrated components include Kubeflow, Ray, MLflow, Langflow, Langfuse, and an evolving ecosystem of open-source tooling for orchestration, observability, and cost control. All compute, data, and models remain within the AWS environment of the customer. Cake integrates with AWS services including EKS, EC2, S3, CloudWatch, Bedrock. The platform supports private networking, customer-managed encryption keys, and centralized governance with RBAC, audit logging, and usage observability. Cake aligns with AWS Well-Architected best practices and is designed to support enterprise security, compliance, and scalability requirements, including SOC 2 and HIPAA-aligned operational practices.
Highlights
- Install production-ready versions of a curated set of popular open source AI/ML technologies.
- All workloads run inside your VPC and are secure by default with private networking, IAM-based access control, audit logging, and no data egress.
- Built-in observability and cost attribution across ML pipelines and LLM usage help teams manage spend, enforce policies, and scale AI predictably.
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Pricing
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/12 months |
|---|---|---|
Cake Platform | Annual subscription to the Cake managed open-source AI platform deployed in the AWS account of the customer. Includes platform access, continuous open-source integrations, governance features, and standard support. AWS infrastructure costs are not included. | $240,000.00 |
Dimensions summary
This listing offers one pricing dimension: an annual subscription to the Cake Platform, billed by units under a contract. The platform deploys into your own AWS account, so you pay separately for AWS infrastructure. Your subscription covers platform access, ongoing open-source integrations, governance features, and standard support. Because it is a fixed annual contract, cost does not fluctuate with usage. You commit for a full year, and the quantity of units is set in your agreement. This is a single option, not a set of tiers or add-ons.
Top-of-mind questions for buyers
A unit is your annual entitlement to the managed platform running inside your own AWS account. The unit count is set in your agreement. It covers platform access, ongoing open-source integrations, governance features, and standard support, rather than a per-user or per-server measure.
No. The platform deploys into your own AWS account, or VPC, and you pay AWS separately for compute, storage, and related resources. Your subscription covers only platform access, open-source integrations, governance features, and standard support. Cake runs alongside the infrastructure you already manage.
No. This is a fixed annual contract billed by units set in your agreement. The subscription fee does not fluctuate with how much you use the platform. Your AWS infrastructure charges, billed separately by AWS, will still scale with your actual compute and storage consumption.
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Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Support
Vendor support
Cake provides ongoing platform support to ensure reliable operation of the Cake platform deployed in customer AWS environments.
Support Channels: Email: support@cake.ai Shared customer Slack channel
Standard Support Coverage: Business hours: 9:00 AM to 5:00 PM EST, Monday to Friday. Includes platform monitoring, incident triage, operational troubleshooting, and platform updates.
Production SLA Add-On (Optional): Severity 1: 3 hours Severity 2: 4 business hours
SLA terms: https://47523354.fs1.hubspotusercontent-na1.net/hubfs/47523354/Contracting/Cake%20SLA%2002.10.2025.pdf Severity 3: 12 business hours
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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