Bitfount

aid: bitfount
name: Bitfount
description: Bitfount is a full-stack federated AI and data science platform that lets organisations train, fine-tune, evaluate,
  and run inference on sensitive data without moving it. Instead of centralising data, Bitfount "sends the AI model to the
  data" — datasets stay behind the owner's firewall on their own infrastructure at all times, protected by built-in privacy-enhancing
  technologies (differential privacy, private set intersection). Developers work through the open-source Bitfount Python SDK
  (typed wrappers around the Bitfount REST API on hub.bitfount.com), a no-code desktop app, or a Docker pod image. Typical
  use cases include federated learning, federated evaluation, clinical trials, biomedical research, trusted research environments,
  and cross-party data partnerships. Backed by speedinvest.
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://raw.githubusercontent.com/api-evangelist/bitfount/refs/heads/main/apis.yml
url: https://raw.githubusercontent.com/api-evangelist/bitfount/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- speedinvest
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- Federated Learning
- Machine Learning
- Data Science
- Privacy
- Artificial Intelligence
- Healthcare
- Python SDK
- Data Collaboration
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- name: Bitfount SDK & REST API
  description: The Bitfount Python SDK wraps the Bitfount REST API (hub.bitfount.com) to connect data sources as pods, run
    federated tasks and algorithms, and manage models and datasets across a federated data collaboration network. No public
    OpenAPI is published; the SDK is the documented interface.
  humanURL: https://docs.bitfount.com/api/bitfount
  baseURL: https://hub.bitfount.com
  properties:
  - type: Documentation
    url: https://docs.bitfount.com/
  - type: APIReference
    url: https://docs.bitfount.com/api/bitfount
  - type: Authentication
    url: authentication/bitfount-authentication.yml
common:
- type: Website
  url: https://bitfount.com
- type: DeveloperPortal
  url: https://hub.bitfount.com/
- type: Documentation
  url: https://docs.bitfount.com/
- type: APIReference
  url: https://docs.bitfount.com/api/bitfount
- type: GettingStarted
  url: https://docs.bitfount.com/guides/getting-started/about-bitfount
- type: Blog
  url: https://www.bitfount.com/blog
- type: GitHubOrganization
  url: https://github.com/bitfount
- type: SignUp
  url: https://hub.bitfount.com/signup
- type: Login
  url: https://bitfount.com/login
- type: PrivacyPolicy
  url: https://www.bitfount.com/privacy-policy
- type: Compliance
  url: https://trust.bitfount.com/
- type: Packages
  url: packages/bitfount-packages.yml
- type: SDKs
  url: packages/bitfount-packages.yml
- type: Authentication
  url: authentication/bitfount-authentication.yml
- type: DomainSecurity
  url: security/bitfount-domain-security.yml
- type: TrustCenter
  url: security/bitfount-trust-center.yml
- type: Conformance
  url: conformance/bitfount-conformance.yml
- type: Lifecycle
  url: lifecycle/bitfount-lifecycle.yml
- type: ChangeLog
  url: changelog/bitfount-changelog.yml
- type: LLMsTxt
  url: llms/bitfount-llms.txt
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence