Predibase
Predibase was founded in 2021 and is headquartered in the United States.
Profile
Predibase provides a platform for fine-tuning and deploying large language models on proprietary data, now integrated into Rubrik's AI governance suite.
Predibase was founded in 2021 and is headquartered in the United States. The company provides an AI infrastructure platform that enables organizations to fine-tune large language models on their own data and run optimized inference. In July 2025, Predibase was acquired by Rubrik (NYSE: RBRK) for an undisclosed sum, as disclosed in Rubrik's fiscal Q2 2026 earnings release.
Rubrik's CEO stated the acquisition was intended to accelerate agentic AI adoption from pilot to production. Following the acquisition, Rubrik launched Agent Rewind, a product that uses Predibase's infrastructure to undo mistakes made by AI agents. Prior to acquisition, Predibase had raised $12.2 million in total funding, according to Crunchbase and Prospeo data, with its most recent round being a Series A in July 2023.
The company's estimated annual revenue at the time of acquisition was approximately $3.8 million, with 11-20 employees. Predibase's platform is now integrated into Rubrik's broader security and AI product suite, which serves over 2,500 enterprise customers with $100K or more in subscription ARR. The company's technology is positioned as a key component of Rubrik's strategy to provide governance and observability for AI agents in enterprise environments.
Products by Predibase
Who buys this
- Enterprises deploying custom large language models for internal applications
- Organizations requiring fine-tuned AI models for domain-specific tasks
- Companies seeking AI governance and observability for agentic AI systems
- Rubrik's existing customer base of over 2,500 large enterprises with $100K+ subscription ARR
Strengths and what to watch
Strengths
- Acquired by Rubrik, a publicly traded company with $1.25 billion in subscription ARR and 36% year-over-year growth, providing significant resources and distribution.
- Technology directly powers Rubrik's Agent Rewind product, which addresses a concrete enterprise need for AI agent rollback and governance.
- Platform enables model fine-tuning on proprietary data, a capability that differentiates it from generic inference APIs and addresses data privacy concerns.
Watch for
- As a small acquisition (estimated $3.8M revenue, 11-20 employees), Predibase's technology may face integration challenges within Rubrik's much larger product portfolio.
- The company's pre-acquisition revenue was modest, and it is unclear whether the platform will maintain standalone viability or be fully absorbed into Rubrik's offerings.
- No named enterprise customers were publicly disclosed prior to acquisition, making it difficult to assess market traction independent of Rubrik's existing relationships.
Recent moves
Key Information
- Industry
- AI Developer Platforms
- Founded
- 2021
Frequently Asked Questions
What is Predibase?
Predibase is an AI infrastructure platform that lets organizations fine-tune large language models on their own data and run optimized inference. Founded in 2021, it was acquired by Rubrik in July 2025 and is now part of Rubrik's AI governance suite.
Why did Rubrik acquire Predibase?
Rubrik acquired Predibase to accelerate agentic AI adoption from pilot to production. The acquisition was announced in Rubrik's fiscal Q2 2026 earnings release, with the goal of integrating Predibase's technology into Rubrik's security and AI product suite for enterprise governance.
What is Rubrik Agent Rewind and how does Predibase fit in?
Agent Rewind is a Rubrik product that uses Predibase's infrastructure to undo mistakes made by AI agents. It addresses enterprise needs for AI agent rollback and governance, leveraging Predibase's fine-tuning and deployment capabilities within Rubrik's broader security suite.
Can I fine-tune large language models on my own data with Predibase?
Yes, Predibase enables organizations to fine-tune large language models on their proprietary data. This capability differentiates it from generic inference APIs and addresses data privacy concerns, making it suitable for domain-specific tasks in enterprise environments.
What was Predibase's revenue and funding before the Rubrik acquisition?
Before its acquisition by Rubrik in July 2025, Predibase had raised $12.2 million in total funding, with its most recent round being a Series A in July 2023. The company's estimated annual revenue at acquisition was approximately $3.8 million, with 11-20 employees.
Who are Predibase's target customers?
Predibase targets enterprises deploying custom large language models for internal applications, organizations needing fine-tuned AI for domain-specific tasks, and companies seeking AI governance for agentic systems. It also serves Rubrik's existing base of over 2,500 large enterprises with $100K+ subscription ARR.
Sources
- ir.rubrik.com — Rubrik's Q2 FY2026 earnings release confirming acquisition of Predibase, financial metrics, and Agent Rewind launch.
- www.sec.gov — SEC filing of Rubrik's Q2 FY2026 earnings release, confirming acquisition details and financial results.
- prospeo.io — Estimated pre-acquisition revenue of $3.8 million, employee count of 11-20, and total funding of $12.2 million.
- www.crunchbase.com — Crunchbase listing confirming Predibase's funding history and organizational details.