Launching Cake Agents
Since 2023 Cake has helped regulated businesses build and operate their AI infrastructure faster and with greater control over their data, models, and workflows.
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Published 11/2024
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Published 06/2025
Own Your Agent Harness
Cake Agents enabled an engineering organization to cut token costs >50%, protect PII and proprietary data, and double agentic engineering...
Why Your Pinecone Vector Bill Is So Confusing
AI costs go beyond token pricing. Learn why true forecasting needs full-stack visibility, including Pinecone and vector database expenses.
The Case for Smaller Models: Why Frontier AI Is Not Always the Answer
Frontier models are incredible. They are also overkill for 80% of what enterprise teams use them for.
How shadow AI secretly eats up your CPU and bandwidth
Can shadow AI eat up CPU or bandwidth without you knowing? Learn how hidden AI usage drives up costs and creates security risks for your business.
Predicting Patient Outcomes Using the Industry’s Largest Cancer Imaging Dataset
Cake supports a leading computational imaging company using AI trained on the industry’s largest cancer imaging dataset to advance precision...
The Hidden Costs Nobody Expects When Deploying AI Agents
AI agents are now everywhere on roadmaps. They plan, reason, call tools, retrieve context, and complete multi-step tasks with a degree of autonomy...
The AI Budget Crisis You Can’t See (But Are Definitely Paying For)
AI spend is increasing across every organization, yet most teams still cannot answer the simplest operational question: What does our AI actually...
19 Top RAG Tools for Your Enterprise AI Stack
A standard large language model is like a brilliant new hire—they aced the exams but have zero on-the-job experience with your company. They have a...
7 Best Open-Source AI Governance Tools Reviewed
Building an AI model without a governance plan is like constructing a house without a foundation. It might look fine at first, but it won't withstand...