Ambi Robotics website screenshot

Ambi Robotics

Ambi Robotics is a Berkeley, California AI robotics company building parcel-sortation and induction robots for ecommerce, postal, and logistics workflows. Founded in 2018 as Ambidextrous Laboratories — a spin-out of UC Berkeley's Dex-Net Project led by Ken Goldberg — by Jeff Mahler (CTO), Stephen McKinley, David Gealy, and Matt Matl, with Jim Liefer (ex-Walmart, ex-UPS) as CEO. Its flagship products are AmbiSort A-Series (sort-to-sack small parcel sorting), AmbiSort B-Series (sort-to-gaylord parcel induction for middle-mile and reverse logistics), AmbiStack (mixed-case stacking for inbound and outbound), and AmbiVision (3D dimensioning, OCR, defect detection, and visual quality inspection). All robots run AmbiOS, the company's cloud-native "operating system for physical intelligence," comprising the AI Skill Suite (Sort, Stack, Kit, Pack, Induct apps), the PRIME-1 foundation model trained on millions of real-world operations, AmbiVision perception, AmbiAccess fleet management dashboard with heat maps and remote support, and a Sim2Real training pipeline that compresses model training by up to 10,000x. Ambi Robotics' primary commercial deployment is a $23 million expansion with Pitney Bowes, with AmbiSort A-Series and B-Series systems deployed across Pitney Bowes ecommerce hubs in the US (including the Stockton, CA hub that nearly doubled local-direct-delivery throughput in the 2021 peak holiday season, and middle-mile B-Series systems that sorted more than 3 million parcels within four months of deployment). Ambi Robotics does not publish a public developer API, SDK, or open-source release for AmbiOS, AmbiSort, AmbiStack, or PRIME-1; integration with customer WMS/WES systems is performed by Ambi's solutions team. The company's public GitHub org primarily contains forks of infrastructure tooling (Ray, trimesh, FCL, EIPScanner, tinygltf, rapier, jszmq, CVXPYgen, mongoose-delete) and internal CI/CD workflow utilities — no published API spec, SDK package, or developer documentation.

Ambi Robotics is profiled on the APIs.io network. Tagged areas include Robotics, AI Robotics, Embodied AI, Parcel Sortation, and Parcel Induction.

The Ambi Robotics catalog on APIs.io includes 1 JSON-LD context.

Ambi Robotics’ developer surface includes engineering blog, product news, GitHub presence, YouTube channel, and 17 more developer resources.

18.7/100 emerging ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5
0 APIs
RoboticsAI RoboticsEmbodied AIParcel SortationParcel InductionLogisticsLast MileMiddle MileReverse LogisticsWarehouse AutomationEcommerce FulfillmentPostal AutomationFoundation ModelsSim2RealComputer VisionFleet ManagementAmbiOSAmbiSortAmbiStackAmbiVisionPRIME-1Pitney BowesBerkeleyHardware

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 18.7/100 · emerging
Contract Quality 5.2 / 25
Developer Ergonomics 0.4 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 2.1 / 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/ambi-robotics: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Ambi Robotics Context

5 classes · 18 properties

JSON-LD

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Ambi Robotics Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Resources

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Learn 1

Tutorials, courses, talks, and written guidance

Operate 1

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Company 8

The organization behind the API

Scroll for all 8

Other 6

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: ambi-robotics
name: Ambi Robotics
description: Ambi Robotics is a Berkeley, California AI robotics company building parcel-sortation and induction robots for
  ecommerce, postal, and logistics workflows. Founded in 2018 as Ambidextrous Laboratories — a spin-out of UC Berkeley's Dex-Net
  Project led by Ken Goldberg — by Jeff Mahler (CTO), Stephen McKinley, David Gealy, and Matt Matl, with Jim Liefer (ex-Walmart,
  ex-UPS) as CEO. Its flagship products are AmbiSort A-Series (sort-to-sack small parcel sorting), AmbiSort B-Series (sort-to-gaylord
  parcel induction for middle-mile and reverse logistics), AmbiStack (mixed-case stacking for inbound and outbound), and AmbiVision
  (3D dimensioning, OCR, defect detection, and visual quality inspection). All robots run AmbiOS, the company's cloud-native
  "operating system for physical intelligence," comprising the AI Skill Suite (Sort, Stack, Kit, Pack, Induct apps), the PRIME-1
  foundation model trained on millions of real-world operations, AmbiVision perception, AmbiAccess fleet management dashboard
  with heat maps and remote support, and a Sim2Real training pipeline that compresses model training by up to 10,000x. Ambi
  Robotics' primary commercial deployment is a $23 million expansion with Pitney Bowes, with AmbiSort A-Series and B-Series
  systems deployed across Pitney Bowes ecommerce hubs in the US (including the Stockton, CA hub that nearly doubled local-direct-delivery
  throughput in the 2021 peak holiday season, and middle-mile B-Series systems that sorted more than 3 million parcels within
  four months of deployment). Ambi Robotics does not publish a public developer API, SDK, or open-source release for AmbiOS,
  AmbiSort, AmbiStack, or PRIME-1; integration with customer WMS/WES systems is performed by Ambi's solutions team. The company's
  public GitHub org primarily contains forks of infrastructure tooling (Ray, trimesh, FCL, EIPScanner, tinygltf, rapier, jszmq,
  CVXPYgen, mongoose-delete) and internal CI/CD workflow utilities — no published API spec, SDK package, or developer documentation.
type: Index
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
position: Provider
access: 3rd-Party
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/ambi-robotics.png
tags:
- Robotics
- AI Robotics
- Embodied AI
- Parcel Sortation
- Parcel Induction
- Logistics
- Last Mile
- Middle Mile
- Reverse Logistics
- Warehouse Automation
- Ecommerce Fulfillment
- Postal Automation
- Foundation Models
- Sim2Real
- Computer Vision
- Fleet Management
- AmbiOS
- AmbiSort
- AmbiStack
- AmbiVision
- PRIME-1
- Pitney Bowes
- Berkeley
- Hardware
url: https://raw.githubusercontent.com/api-evangelist/ambi-robotics/refs/heads/main/apis.yml
created: '2026-05-24'
modified: '2026-05-24'
specificationVersion: '0.20'
x-tier: 3
x-tier-reason: no-apis
apis: []
common:
- type: DomainSecurity
  url: security/ambi-robotics-domain-security.yml
- type: Website
  url: https://www.ambirobotics.com
- type: Product
  url: https://www.ambirobotics.com/ambistack
- type: Product
  url: https://www.ambirobotics.com/ambisort-a-series/
- type: Product
  url: https://www.ambirobotics.com/ambisort-b-series/
- type: Platform
  url: https://www.ambirobotics.com/ambios
- type: Approach
  url: https://www.ambirobotics.com/our-approach
- type: Blog
  url: https://www.ambirobotics.com/blog/
- type: Resources
  url: https://www.ambirobotics.com/resources
- type: Press
  url: https://www.ambirobotics.com/press
- type: News
  url: https://www.ambirobotics.com/news
- type: Careers
  url: https://www.ambirobotics.com/careers/
- type: Contact
  url: https://www.ambirobotics.com/contact
- type: Security
  url: https://trust.ambirobotics.com/
- type: TermsOfService
  url: https://www.ambirobotics.com/terms-of-service
- type: PrivacyPolicy
  url: https://www.ambirobotics.com/privacy-policy
- type: GitHub
  url: https://github.com/ambi-robotics
- type: Twitter
  url: https://twitter.com/ambirobotics
- type: LinkedIn
  url: https://www.linkedin.com/company/ambirobotics
- type: YouTube
  url: https://www.youtube.com/channel/UC3sAwwHKJrmIEULnprqc8Dg
- type: Instagram
  url: https://www.instagram.com/ambirobotics
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com