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.
0 APIs
JSON-LD contexts and semantic vocabularies used across these APIs.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
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
deliveryModel:
model: saas
open_source: false
commercial: true
callable_host: false
label: Hosted service · you call their endpoint
confidence: medium
source:
- pricing
generated: '2026-08-28'
method: derived
accessModel:
pricing: unknown
onboarding: unknown
trial: false
try_now: false
public: false
label: Unknown
confidence: low
source: []
generated: '2026-07-22'
method: derived
position: Producing
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
- E-Commerce Fulfillment
- Postal Automation
- Foundation Models
- Sim2Real
- Computer-Vision
- Fleet Management
- AmbiOS
- AmbiSort
- AmbiStack
- AmbiVision
- PRIME-1
- Pitney Bowes
- Berkeley
- Hardware
tags_raw:
- 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: '0.23'
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
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