aid: efference-ai
name: Efference AI
description: Efference AI is a robotics perception and compute company building the hardware-plus-software
  foundation for data-driven robotics at scale. Founded in 2025 by Gianluca Bencomo and based in San Francisco
  (Y Combinator Fall 2025), Efference treats machine vision as a software problem, pairing affordable
  stereo-camera hardware with learned 3D-perception foundation models ("cheap hardware + great algorithms").
  Its M1 device targets distributed, robotics-grade data collection at scale, while the H1 stereo system is
  built for real-time cloud inference with foundation models. The company serves autonomous vehicles, humanoid
  robots, and drones, and publishes hardware-interfacing documentation and firmware through its GitHub
  organization. As of this profile Efference exposes no public developer API, OpenAPI, or authenticated
  service surface.
url: https://raw.githubusercontent.com/api-evangelist/efference-ai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- 500-global
x-tier: stub
x-tier-reason: portfolio-lead
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://raw.githubusercontent.com/EfferenceAI/docs/main/logo/light.png
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Robotics
- Computer Vision
- Perception
- Hardware
- Stereo Cameras
- Edge AI
- Autonomous Systems
- Foundation Models
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/efference-ai-domain-security.yml
- type: Website
  url: https://efference.ai
- type: Documentation
  url: https://docs.efference.ai
- type: GitHubOrganization
  url: https://github.com/EfferenceAI
- type: Support
  url: https://efference.ai/contact/
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence