Featureform

Featureform turns you existing infrastructure into a feature store. Define, manage, and serve your model's feature, labels, and training sets.

Employees

11-50

Funding

Seed ($8.1M)

Pricing

Public pricing page

AI Classification

DataAIAI/ML Platform

Featureform is an open-source virtual feature store that enables ML teams to define, manage, version, and serve machine learning features across their existing data infrastructure (Databricks, Snowflake, Redis, etc.). It offers both a free open-source tier and an enterprise tier with governance, streaming, and access control, and has been acquired by Redis.

Deep Intelligence

Buying Signals

Featureform was acquired by Redis, signaling a major strategic expansion and integration into a widely-used data infrastructure platform with a large customer base.
$2.3M pre-seed investment led by Zetta Venture Partners in January 2021 confirms early-stage capital backing and investor confidence.
Enterprise tier launched with dedicated features: streaming, SSO/SAML, audit logs, custom integrations, and dedicated SLAs — indicating active upmarket motion.
Expanded product surface to include RAG/LLMs and vector DB support, reflecting investment in generative AI use cases.
Active community growth via Slack and documentation hub signals developer adoption momentum and ecosystem expansion.

Account Scoring

Tier BMedium Churn RiskExpanding

Pain Signals

Two of five scraped pages failed, suggesting incomplete or partially broken web infrastructure that may indicate a small engineering team with limited web/marketing resources.
Copyright date is 2024 and the site references the Redis acquisition with no updated post-acquisition branding, suggesting the standalone Featureform entity may be winding down as an independent product.
Open-source tier lacks streaming, access control, audit logs, and custom integrations — creating a potentially wide feature gap that could frustrate teams before they upgrade to enterprise.