Activeloop
AI data infrastructure and agent memory for production teams.
Available information varies by company and source.
Profile record updated:
Company facts
- Official name
- Snark AI, Inc.
- Entity type
- COMPANY
- Founded
- 2018
- Headquarters
- United States
- Company size
- 10–49
- Market role
- B2B SaaS Provider
- Official website
- activeloop.ai
What Activeloop does
Activeloop operates a B2B SaaS model built around AI infrastructure software. It creates value by reducing the operational complexity of managing multimodal datasets, agent memory and continual learning workflows in production AI environments. The company monetises recurring access to its hosted platform, charges for infrastructure consumption and sells higher-value enterprise deployments for teams that need scale, compliance and dedicated environments.
Category differentiation
Activeloop is not a foundational LLM provider and not a generic vector database alone. It is a B2B AI infrastructure company focused on data, memory and continual learning software for production AI systems.
Strategic context
AI-supported assessment from the existing company research; distinguish interpretation from sourced facts.
Snark AI, Inc., trading as Activeloop, is a private B2B software company that provides AI data infrastructure for engineering teams building production AI systems. Its core product, Deeplake Database, is a GPU-native, multimodal data platform that combines vector and tensor storage, dataset versioning and a serverless Postgres-compatible interface. The company has expanded beyond storage into agent memory and continual learning tooling through Hivemind Memory and Refinery Software Factory, positioning itself across the data, memory and optimisation layers of AI application development. Activeloop makes money by selling SaaS software to AI engineers, data scientists and enterprise AI teams. Its commercial model combines usage-based pricing for compute, storage and token consumption with seat-based team subscriptions and custom-priced enterprise deployments. Customers use the platform to store, query, version and operationalise large AI datasets, capture agent traces as reusable skills and convert production feedback into validated system improvements.
Business model & monetisation
Activeloop monetises through a blended SaaS and consumption model. Revenue is driven primarily by usage-based charges for compute, storage, data egress and model query tokens, alongside seat-based team subscriptions. The company also sells enterprise contracts with custom pricing for dedicated infrastructure, compliance requirements and private cloud or bespoke deployment needs.
- Deeplake platform usage
- Pay-per-Use
- Team subscriptions
- Software Subscription
- Enterprise deployments
- Software Subscription
- Model query token billing
- Pay-per-Use
Products & capabilities
No products with linked sources are available in this view.
Products & market categories
Recent recorded signals
Dates refer to the source publication. Older entries are historical context, not evidence of a new event.
No sufficiently sourced and dated signals are available for this view.
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Questions about Activeloop
What is Activeloop?
Activeloop is the trading name of Snark AI, Inc., a private B2B software company that provides AI data infrastructure, agent memory and continual learning tools.
Who uses Activeloop?
AI engineers, data scientists, ML platform teams and enterprise engineering organisations use Activeloop to build and run production AI systems.
How does Activeloop make money?
Activeloop earns revenue through usage-based charges for compute, storage and tokens, plus recurring team subscriptions and custom enterprise contracts.
Sources & coverage
This profile uses public, official and technically observable information. Missing information does not prove that a product or relationship does not exist. The list below does not imply that every profile statement has been verified.
22 publicly documented primary sources and citations linked across the market graph.
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