Datafleets

DataFleets was a privacy-preserving data science and federated computation platform that let organizations run analytics and machine learning across distributed, siloed, or regulated datasets without centralizing or exposing the underlying raw data, using techniques such as federated learning and differential privacy to keep data in place while still enabling cross-silo insight. Founded as a venture-backed startup and backed by investors including Lightspeed Venture Partners, DataFleets was acquired by LiveRamp in early 2021. Its former datafleets.com domain now redirects to liveramp.com, and the company operates no independent public developer portal, API, or documentation, so there is no live API surface for the enrichment pipeline to harvest.

Datafleets is profiled on the APIs.io network. Tagged areas include Company, Data, Privacy, Federated Learning, and Differential Privacy.

🌐 Visit website 📡 Source on GitHub

6.8/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5

0 APIs

CompanyDataPrivacyFederated LearningDifferential PrivacyMachine LearningData ScienceAcquired

Kin Score

Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5

Composite quality — 6.8/100 · minimal

Contract Quality 0.0 / 25

Developer Ergonomics 0.0 / 20

Commercial Clarity 0.0 / 20

Operational Transparency 0.0 / 13

Governance 0.0 / 12

Discoverability 6.8 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 15

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/datafleets: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Source (apis.yml)

aid: datafleets
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/datafleets.png
name: Datafleets
description: DataFleets was a privacy-preserving data science and federated computation platform that let organizations run
  analytics and machine learning across distributed, siloed, or regulated datasets without centralizing or exposing the underlying
  raw data, using techniques such as federated learning and differential privacy to keep data in place while still enabling
  cross-silo insight. Founded as a venture-backed startup and backed by investors including Lightspeed Venture Partners, DataFleets
  was acquired by LiveRamp in early 2021. Its former datafleets.com domain now redirects to liveramp.com, and the company
  operates no independent public developer portal, API, or documentation, so there is no live API surface for the enrichment
  pipeline to harvest.
url: https://raw.githubusercontent.com/api-evangelist/datafleets/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- lightspeed-venture-partners
x-tier: stub
x-tier-reason: portfolio-lead
x-status: acquired
x-acquired-by: liveramp
x-acquired-date: 2021-01
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Data
- Privacy
- Federated Learning
- Differential Privacy
- Machine Learning
- Data Science
- Acquired
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence