GrayMatter Robotics website screenshot

GrayMatter Robotics

GrayMatter Robotics is an American industrial AI and robotics company founded in 2020 by SK Gupta, Ariyan Kabir and Brual Shah, headquartered at a 100,000-square-foot AI Robotics Innovation Center in Carson, California. The company builds smart robotic cells for surface treatment and finishing in high-mix, high-variability manufacturing — sanding, grinding, polishing, buffing, blasting, spraying, trimming and AI-based dimensional inspection and defect detection — pairing off-the-shelf industrial robot arms, 3D scanners and tools with its own physics-informed AI stack (GMR-AI, marketed as Factory SuperIntelligence / FSI). Its flagship Scan&Sand cell 3D-scans each incoming part and generates the toolpath autonomously, so a cell can change over between parts in minutes without fixturing or teach-pendant programming, and the company claims 4-12x throughput over manual finishing with 30-70% less consumable waste. GrayMatter sells robots-as-a-service on a monthly subscription that bundles hardware, software, training, remote monitoring and 24/7 support instead of an upfront capital purchase, and counts Boeing, Caterpillar and Oshkosh among its customers. It raised a $45M Series B in June 2024 led by Wellington Management with NGP Capital, Euclidean Capital, B Capital, 3M Ventures, Calibrate VC, OCA Ventures, Pathbreaker VC, Stage Venture Partners and Swift VC participating. GrayMatter Robotics is a robotics hardware and AI systems manufacturer: as of the August 2026 enrichment pass it publishes no public developer API, developer portal, SDK, CLI or machine-readable API contract (OpenAPI, AsyncAPI, GraphQL, gRPC), no MCP server and no A2A agent card. Note that this company is unrelated to greymatter.io, the service-mesh vendor with a similar name.

GrayMatter Robotics is profiled on the APIs.io network. Tagged areas include Company, Robotics, Industrial Robotics, Manufacturing, and Automation.

GrayMatter Robotics’ developer surface includes engineering blog, support, YouTube channel, and 28 more developer resources.

9.8/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-08-17 · rubric v0.11.0
0 APIs
CompanyRoboticsIndustrial RoboticsManufacturingAutomationArtificial IntelligencePhysical AIMachine VisionSurface FinishingSandingAerospaceDefenseHeavy EquipmentRobots as a ServiceFactory Automation

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 9.8/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.3 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 5.7 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
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
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
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/graymatter-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 →

Security Posture 1

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

Graymatter Robotics Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 1

Authentication, authorization, and security posture

Learn 1

Tutorials, courses, talks, and written guidance

Operate 2

Status, limits, changes, and where to get help

Commercial 1

Pricing, plans, and the legal terms of use

Company 14

The organization behind the API

Scroll for all 14

Other 8

Properties that don't map to a standard resource type

Scroll for all 8

Source (apis.yml)

apis.yml Raw ↑
aid: graymatter-robotics
name: GrayMatter Robotics
description: 'GrayMatter Robotics is an American industrial AI and robotics company founded in 2020 by SK Gupta, Ariyan Kabir
  and Brual Shah, headquartered at a 100,000-square-foot AI Robotics Innovation Center in Carson, California. The company
  builds smart robotic cells for surface treatment and finishing in high-mix, high-variability manufacturing — sanding, grinding,
  polishing, buffing, blasting, spraying, trimming and AI-based dimensional inspection and defect detection — pairing off-the-shelf
  industrial robot arms, 3D scanners and tools with its own physics-informed AI stack (GMR-AI, marketed as Factory SuperIntelligence
  / FSI). Its flagship Scan&Sand cell 3D-scans each incoming part and generates the toolpath autonomously, so a cell can change
  over between parts in minutes without fixturing or teach-pendant programming, and the company claims 4-12x throughput over
  manual finishing with 30-70% less consumable waste. GrayMatter sells robots-as-a-service on a monthly subscription that
  bundles hardware, software, training, remote monitoring and 24/7 support instead of an upfront capital purchase, and counts
  Boeing, Caterpillar and Oshkosh among its customers. It raised a $45M Series B in June 2024 led by Wellington Management
  with NGP Capital, Euclidean Capital, B Capital, 3M Ventures, Calibrate VC, OCA Ventures, Pathbreaker VC, Stage Venture Partners
  and Swift VC participating. GrayMatter Robotics is a robotics hardware and AI systems manufacturer: as of the August 2026
  enrichment pass it publishes no public developer API, developer portal, SDK, CLI or machine-readable API contract (OpenAPI,
  AsyncAPI, GraphQL, gRPC), no MCP server and no A2A agent card. Note that this company is unrelated to greymatter.io, the
  service-mesh vendor with a similar name.'
url: https://raw.githubusercontent.com/api-evangelist/graymatter-robotics/refs/heads/main/apis.yml
image: https://factory.graymatter-robotics.com/wp-content/uploads/2026/07/gmr-web-thumbnail_default.png
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: enrichment-pass
specificationVersion: '0.20'
created: '2026-08-04'
modified: '2026-08-04'
tags:
- Company
- Robotics
- Industrial Robotics
- Manufacturing
- Automation
- Artificial Intelligence
- Physical AI
- Machine Vision
- Surface Finishing
- Sanding
- Aerospace
- Defense
- Heavy Equipment
- Robots as a Service
- Factory Automation
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  name: GrayMatter Robotics (canonical domain; 302 redirects to factory.)
  url: https://graymatter-robotics.com/
- type: Website
  name: GrayMatter Robotics primary site
  url: https://factory.graymatter-robotics.com/
- type: SecondaryMarket
  url: https://forgeglobal.com/graymatter-robotics_stock/
- type: About
  url: https://factory.graymatter-robotics.com/about-us/
- type: Products
  name: FSI — Factory SuperIntelligence platform
  url: https://factory.graymatter-robotics.com/platform/
- type: Products
  name: Solutions — sanding, grinding, polishing, buffing, blasting, spraying, inspection
  url: https://factory.graymatter-robotics.com/solutions/
- type: Products
  name: Factory of the Future
  url: https://factory.graymatter-robotics.com/factory-of-the-future/
- type: Industries
  url: https://factory.graymatter-robotics.com/industries/
- type: Resources
  url: https://factory.graymatter-robotics.com/resources/
- type: WhitePapers
  url: https://factory.graymatter-robotics.com/whitepapers/
- type: CaseStudies
  url: https://factory.graymatter-robotics.com/testimonials/
- type: Blog
  url: https://factory.graymatter-robotics.com/blog/
- type: BlogRSS
  url: https://factory.graymatter-robotics.com/blog/feed/
- type: Press
  url: https://factory.graymatter-robotics.com/press/
- type: PressRSS
  url: https://factory.graymatter-robotics.com/feed/
- type: Investors
  url: https://factory.graymatter-robotics.com/investors/
- type: Support
  name: Contact GrayMatter Robotics
  url: https://factory.graymatter-robotics.com/contact-us/
- type: Contact
  name: General inquiries
  url: mailto:info@graymatter-robotics.com
- type: Demo
  name: Request a free demo
  url: https://factory.graymatter-robotics.com/demo/
- type: Careers
  url: https://factory.graymatter-robotics.com/careers/
- type: Careers
  name: Open roles (Ashby)
  url: https://jobs.ashbyhq.com/graymatter-robotics
- type: PrivacyPolicy
  url: https://factory.graymatter-robotics.com/privacy-policy/
- type: GitHubOrganization
  url: https://github.com/GrayMatter-Robotics
- type: LinkedIn
  url: https://www.linkedin.com/company/graymatter-robotics/
- type: Twitter
  url: https://twitter.com/GrayMatterRobot
- type: YouTube
  url: https://www.youtube.com/@graymatterrobotics
- type: Instagram
  url: https://www.instagram.com/graymatter_robotics/
- type: Facebook
  url: https://www.facebook.com/GrayMatterRobotics/
- type: LLMsTxt
  url: llms/graymatter-robotics-llms.txt
- type: WellKnown
  url: well-known/graymatter-robotics-well-known.yml
- type: DomainSecurity
  url: security/graymatter-robotics-domain-security.yml
x-enrichment:
  date: '2026-08-04'
  status: minimal
  artifacts_added: 3
  pass: local-v1