Cake lands $10M from Gradient Ventures to revolutionize open-source AI infrastructure. Co-founded by Misha Herscu and Skyler Thomas, the startup aims to seamlessly integrate critical AI components, making complex infrastructures as accessible as baking a cake.

In the ever-evolving arena of artificial intelligence, where innovation and complexity often go hand in hand, the emergence of Cake is nothing short of a breath of fresh air.
This New York-based startup is stepping into the limelight with the backing of Google’s AI-focused venture fund, Gradient Ventures, and aims to revolutionize how businesses manage their open-source AI infrastructure.
But Cake isn’t just another tech company promising the world; it’s a thoughtful response to a persistent industry-wide headache.
Imagine trying to bake a cake with ingredients scattered across different aisles in a supermarket.
Each component—flour, sugar, eggs—represents the myriad open-source tools that AI enterprises rely on.
The challenge isn’t just gathering these ingredients but blending them into a cohesive, production-ready masterpiece.
This is where Cake, aptly named, comes into play—integrating and securing over 100 critical components of the AI stack.
Founded in 2022 by the dynamic duo Misha Herscu and Skyler Thomas, Cake isn’t just about making AI infrastructure palatable; it’s about making it delectable for enterprises.
Herscu, who previously ventured into AI with McCoy Medical Technologies, draws from his rich tapestry of experiences, which include over 200 conversations with AI executives.
These interactions unearthed a common pain point: the daunting task of integrating a complex ecosystem of AI components into a seamless operation.
While Cake’s approach is reminiscent of the transformative impact of Red Hat on Linux, it offers a fresh narrative in the AI domain.
Unlike Red Hat’s singular focus on operating systems, Cake takes a holistic approach by curating a selection of open-source projects across the AI stack.
This isn’t about reinventing the wheel but about greasing it to ensure a smoother ride for enterprises.
The time-consuming endeavor of stitching together multiple components is something Cake promises to alleviate, freeing companies to focus on their core competencies.
The strategic involvement of Skyler Thomas, whose impressive resume includes stints at IBM and Hewlett Packard Enterprise, adds an additional layer of credibility.
His observation that enterprises often struggle to transition open-source tools from research labs to real-world applications underscores the necessity of Cake’s mission.
Thomas’s perspective is a testament to the unique blend of industry insight and technical prowess that Cake embodies.
Interestingly, while Cake continues to build momentum, it remains humble yet ambitious.
The company’s recent $10 million seed round, steered by Gradient Ventures, is a testament to its potential and traction.
Herscu’s comment on their rapid progress—suggesting that Cake resembles a Series A company—highlights the startup’s remarkable growth trajectory.
Moreover, Cake’s commitment to privacy and security is noteworthy.
In an era where data privacy is paramount, Cake’s choice to initially operate within a company’s own environment, rather than a hosted solution, demonstrates a thoughtful approach to compliance and data security.
As Cake looks toward future financing rounds, its journey will be one to watch.
This startup is not merely about assembling AI components; it’s about crafting a cohesive narrative where open-source tools are harmoniously integrated into enterprise solutions.
If Cake continues on its current path, it may very well become the cornerstone of AI infrastructure, making the intricate world of AI as accessible and delightful as its namesake dessert.