Ion Stoica, the cofounder of Databricks, has a new startup called SkyPilot. The pitch is disarmingly simple: companies need computers, different providers sell those computers, switching between them is painful and expensive, so SkyPilot makes it easy to use any of them.
In Stoica’s own words, the result is “more compute, better compute, cheaper compute.”
What SkyPilot actually does
SkyPilot originated from UC Berkeley’s Sky Computing Lab, where Stoica and cofounder Zongheng Yang developed the framework as an open-source project. The core research paper was presented at the NSDI 2023 conference, and the underlying concept is what the team calls “sky computing.”
SkyPilot lets companies run AI workloads across AWS, Google Cloud, Azure, and specialized providers as if they were a single, unified resource pool. Instead of signing a long-term contract with one cloud provider, companies can dynamically shift workloads to wherever compute is cheapest or most available at any given moment.
The framework includes automatic failover mechanisms and optimization for spot instances, those discounted compute resources that cloud providers sell when they have excess capacity. SkyPilot handles the job migration automatically, so a workload interrupted on one cloud can resume on another without human intervention.
By mid-2026, the project had announced a managed control plane integration with Nebius AI Cloud and expanded partnerships with providers like Runpod and AMD hardware, signaling a growing ecosystem around the technology.
What this means for investors
SkyPilot is transitioning from a UC Berkeley research project into a commercial entity, following a playbook that Stoica has executed before. Stoica cofounded Databricks, which grew into one of the most valuable private companies in enterprise software. He also cofounded Anyscale, the company behind the Ray distributed computing framework.
SkyPilot faces competition from cloud providers themselves, all of whom have strong incentives to keep customers locked into their ecosystems. AWS, Google, and Microsoft aren’t going to make interoperability easy out of goodwill.