Predibase
Predibase is a San Francisco-based AI infrastructure company that built a declarative low-code machine learning platform for training, fine-tuning, and deploying models like BERT and GPT-2, serving Fortune 500 enterprise customers via direct field sales.
- Company typePrivate
- Founded2021
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Predibase does
Predibase is a San Francisco-based AI infrastructure company that developed a low-code, declarative machine learning platform for training, fine-tuning, and deploying models such as BERT and GPT-2 across text, structured, and multimodal data. Founded in 2021 by the creators of Uber's open-source Ludwig and Horovod frameworks, the company compressed ML development timelines from months or years to days, addressing enterprise customers bottlenecked by data science talent and complex deployment requirements. Its go-to-market was enterprise-focused, selling to Fortune 500 customers via direct field sales on a recurring subscription model.
The company raised $28.5 million in total across two Series A tranches — $16.25M led by Greylock in May 2022 and an additional $12.2M led by Felicis in June 2023 — to fund platform development and go-to-market expansion. In June 2025, Predibase was acquired by Rubrik in a deal reportedly valued between $100M and $500M, with the platform being integrated into Rubrik Agent Cloud alongside hyperscaler AI services including Amazon Bedrock, Azure OpenAI, and Google Agentspace to support enterprise AI agent operations.
Predibase firmographics
Firmographics- Name
- Predibase
- Website
- https://predibase.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Short description
- Predibase is a San Francisco-based AI infrastructure company that built a declarative low-code machine learning platform for training, fine-tuning, and deploying models like BERT and GPT-2, serving Fortune 500 enterprise customers via direct field sales.
- Ownership category
- akta.pro rank
Predibase industry classification
Industry- Product category
- Machine Learning Platform
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- End-to-End MLOps & ML Platform Suites (HDAAABAA)
- akta.pro secondary industries
- Low-Code/No-Code Application Platforms (HDAEAKAA), AutoML & Low-Code ML Platform Operations (HDAAABAL), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where Predibase is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Predibase business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Marketing or Sales, Personnel, Operations, Infrastructure
Revenue model
- Enterprise ML Platform Licensing: Low-code ML platform sold to enterprises for model development and deployment. Platform enables rapid training and deployment of models like BERT and GPT-2, with Fortune 500 deployment history since founding in 2021.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels2 records
Predibase product offering
Product offeringCore offering
Predibase develops a declarative low-code machine learning platform that simplifies AI deployment for engineers and data practitioners. The platform enables rapid training, fine-tuning, and deployment of open-source models such as BERT and GPT-2, reducing development timelines from months or years to days. It supports multiple data modalities and integrates with various data sources for enterprise ML deployment.
Product overview
Predibase is a low-code ML platform that provides a declarative approach for AI system specification and ML model deployment. The platform enables rapid training and deployment of machine learning models, significantly reducing development time from months or years to days. It integrates with multiple data sources and supports various data modalities including text and structured data. The company was acquired by Rubrik in 2025 to enhance enterprise AI agent adoption capabilities.
Differentiator
Problem solved
Functional benefit
Products and services
- Predibase Low-Code ML Platform
Quantifiable outcome
- Reduced development time from months or years to days
- +1 more outcomes
Companies that use Predibase
Customer profileNamed customers1 record
Segments2 records
Ideal customer profiles1 record
Predibase technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability6 records
Feature2 records
Predibase partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- RubrikflagshipRubrik acquired Predibase in a deal valued between $100M-$500M to enhance enterprise AI agent adoption by integrating Predibase's capabilities with platforms like Amazon Bedrock, Azure OpenAI, and Google Agentspace. Predibase is now part of Rubrik's AI Agent Operations Platform (Rubrik Agent Cloud).
Scale indicators3 records
Recent moves5 records
Expansion highlights4 records
Predibase competitors and assessment
Company assessmentDirect peers
- DataRobot: Enterprise AutoML and low-code ML platform offering model training, deployment, and MLOps capabilities to large organizations — directly overlapping with Predibase's declarative ML platform and Fortune 500 customer base.
- H2O.ai: Provider of an open-source ML and AutoML platform (H2O, Driverless AI) targeting enterprise model development and deployment, with a similar low-code philosophy and Fortune 500 footprint.
- Weights & Biases: MLOps platform for experiment tracking, model management, and deployment used by enterprises to operationalize ML workflows — comparable developer-focused tooling and enterprise motion to Predibase.
- Domino Data Lab: Enterprise MLOps platform that orchestrates model development, training, and deployment across teams — overlapping with Predibase's enterprise ML platform positioning.
Broad incumbents
- Databricks: Broad data and AI platform with MosaicML that spans ML training, fine-tuning, serving, and MLOps — competes with Predibase on enterprise model deployment while offering much wider data engineering capabilities.
- Alteryx: Low-code analytics and ML platform for business users and data teams — competes for the same low-code model deployment use case as Predibase, particularly among less technical data practitioners.
- Scale AI: Data infrastructure and fine-tuning platform for ML and generative AI applications, including enterprise deployments of customized models — overlaps with Predibase's enterprise model deployment and customization capabilities.
- AWS SageMaker: Hyperscaler-native low-code ML platform offering training, deployment, and MLOps within the AWS ecosystem — a major competitive threat as Predibase integrates with Bedrock and is increasingly compared by AWS-native buyers.
Emerging players
- Anyscale: Ray-based distributed compute and AI platform enabling scalable model training and serving — overlaps with Predibase's high-performance ML deployment and open-source lineage (Horovod creators).
- Snorkel AI: Data-centric AI platform specializing in programmatic data labeling and fine-tuning of foundation models — adjacent to Predibase's fine-tuning and customization of open-source LLMs.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat3 records
Key risks4 records
Key highlights6 records
Customer concentration
Predibase social profiles
Digital presencePredibase financial estimates
Financial estimateRevenue estimate
Valuation estimate
Predibase leadership team
Management profileNumber of profiles
Profiles2 records
Predibase funding detail
Funding detailFunding overview
Funding rounds2 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Predibase M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Predibase
What does Predibase do?
Predibase develops a declarative low-code machine learning platform that simplifies AI deployment for engineers and data practitioners. The platform enables rapid training, fine-tuning, and deployment of open-source models such as BERT and GPT-2, reducing development timelines from months or years to days. It supports multiple data modalities and integrates with various data sources for enterprise ML deployment.
Is Predibase a public or private company?
Predibase is a private company. It is classified as corporate owned and is currently acquired.
When was Predibase founded?
Predibase was founded in 2021. It employs 11 to 50 people.
Where is Predibase based?
Predibase is headquartered in San Francisco, United States, in the North America region.
How does Predibase make money?
One revenue line is on record: enterprise ML Platform Licensing.
Who are Predibase's main competitors?
Direct peers on record are DataRobot, H2O.ai, Weights & Biases and Domino Data Lab. Broad incumbents are Databricks, Alteryx, Scale AI and AWS SageMaker. Emerging players are Anyscale and Snorkel AI.
Does Predibase have an API?
No public API is recorded for Predibase.
What industry is Predibase in?
Predibase's product category is Machine Learning Platform. Its primary akta.pro industry code is HDAAABAA, End-to-End MLOps & ML Platform Suites, with a secondary code of HDAEAKAA, Low-Code/No-Code Application Platforms. Its NAICS code is 5132 and its SIC code is 7372.