Invisible AI
Invisible AI sells an edge-based computer vision platform, the Vision Execution System, that captures and analyzes human motion on factory floors in real time for automotive and aerospace manufacturers. Revenue comes from hardware, software subscriptions, and professional services sold via enterprise contracts.
- Company typePrivate
- Founded2018
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Invisible AI does
Invisible AI is a private San Francisco-based software and hardware company founded in 2018 that sells an edge-based computer vision platform, branded the Vision Execution System (VES), to large automotive and aerospace manufacturers. The platform combines proprietary NVIDIA Jetson-powered edge devices with high-resolution 3D cameras and on-premise AI software to capture and analyze human motion and objects on the factory floor in real time, converting manual assembly work into structured, cycle-level data without requiring cloud connectivity, wearables, or operator disruption.
The product is sold as four functional modules (Continuous Improvement, Production Management, Quality, and Safety & Ergonomics) that integrate with MES, PLC, Andon, and Kepware systems, and is delivered with on-site Vision Systems Engineers for implementation and optimization. Underlying technical differentiators include deep learning models claimed to be 100x smaller than state-of-the-art, no-code deployment requiring only 1–3 training examples per workstation, and integration with NVIDIA Metropolis and Cosmos foundation models.
Invisible AI generates revenue through a combination of edge AI hardware sales, recurring software subscriptions on multi-year contracts, and professional services, with pricing provided via custom enterprise quotes. Its go-to-market is exclusively enterprise field sales, anchored by a flagship Toyota Motor North America deployment of 500 devices across all 14 North American plants and visible customer logos including Ford, General Motors, Mercedes-Benz, BMW, and Nissan. As of 2025–2026 the company is expanding geographically into Europe (Hannover Messe, Deutsche Telekom partnership), broadening into aerospace, and has announced a planned acquisition of nFlux to add real-time AI worker guidance to its passive visual intelligence layer.
Invisible AI firmographics
Firmographics- Name
- Invisible AI
- Legal name
- Invisible AI, Inc.
- Website
- https://invisible.ai
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Invisible AI sells an edge-based computer vision platform, the Vision Execution System, that captures and analyzes human motion on factory floors in real time for automotive and aerospace manufacturers. Revenue comes from hardware, software subscriptions, and professional services sold via enterprise contracts.
- Ownership category
- akta.pro rank
Invisible AI industry classification
Industry- Product category
- Industrial Computer Vision and AI Manufacturing Analytics
- NAICS
- Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (3345), Computer and Peripheral Equipment Manufacturing (33411)
- SIC
- Industrial Instruments For Measurement, Display, And Control (3823), Computer Peripheral Equipment, Nec (3577)
- akta.pro primary industry
- Real-Time Vision at the Edge (on-device CV/video) (HDAAAJAE)
- akta.pro secondary industries
- Edge AI Hardware & NPUs (SoCs, modules, accelerators) (HDAAAJAC), Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ)
Keywords
Where Invisible AI is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Invisible AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Supply Chain, Marketing or Sales, Operations, Infrastructure
Revenue model
- Edge AI Hardware Devices: Sale of proprietary edge AI devices with NVIDIA Jetson chipsets, 3D cameras, and built-in storage. These are the hardware platform upon which the software runs.
- Vision Execution System Software Platform: Subscription-based software platform providing continuous cycle-level data capture, analysis, and proactive insights. Software operates on the edge devices and is delivered as an on-premise solution.
- Professional Services: On-site Vision System Engineers provide expert-led platform optimization to ensure rapid customer success and confident platform mastery. Deployment and implementation services included.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | Quote-based enterprise pricing |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels7 records
Invisible AI product offering
Product offeringCore offering
Invisible AI sells the Vision Execution System (VES), an edge-based 3D computer vision and AI motion analytics platform that uses proprietary NVIDIA Jetson-powered edge devices with high-resolution 3D cameras to capture and analyze human motion and objects on factory floors in real time. The platform converts manual assembly work into structured, cycle-level data and delivers proactive insights on quality, productivity, and safety to industrial engineering teams. It operates entirely on-premise with no cloud dependency, and is sold to large automotive OEMs and aerospace manufacturers via enterprise direct sales.
Product overview
Invisible AI offers a Vision Execution System (VES) as its core platform, comprising a hardware edge AI device and software modules for continuous improvement, production management, quality, and safety & ergonomics. The VES uses 3D cameras with NVIDIA Jetson chipsets deployed on-premise to capture and analyze human motion on factory floors in real time, converting manual assembly into structured, cycle-level data. The platform integrates with MES and PLC systems and operates entirely at the edge with no cloud dependency. The company is working to expand capabilities through the planned acquisition of nFlux for real-time worker guidance and co-marketing initiatives with Cisco for scalable AI vision infrastructure.
Differentiator
Problem solved
Functional benefit
Products and services
- Vision Execution System (VES) Core software platform from Invisible AI that captures cycle-level data across every station on a manufacturing line using edge AI devices with 3D cameras. Enables industrial engineers to find improvements, validate changes, and scale what works across every line and shift with proactive insights on quality, safety, ergonomics, and productivity. Operates entirely on-premise and integrates with PLC and MES systems.
- Edge AI Device
Quantifiable outcome
- 90% reduction in quality flow-outs within first three months
- +12 more outcomes
Companies that use Invisible AI
Customer profileNamed customers9 records
Segments3 records
Ideal customer profiles3 records
Invisible AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration8 records
AI capability7 records
Feature8 records
Invisible AI partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core, minor and flagship.
- CiscocoreJoint white paper on 'Accelerating AI-Driven Machine Visioning' exploring how modern industrial infrastructure can support scalable, secure, production-ready AI vision deployments. Includes reference architecture spanning Enterprise, Industrial DMZ, Industrial Site Operations, and Cell/Area zones using Cisco networking and Invisible AI edge devices.
- nFluxcorePlanned acquisition of nFlux, a NASA-born AI co-pilot company specializing in manual assembly guidance. Acquisition would combine nFlux's real-time worker guidance and assembly tracking with Invisible AI's edge-based computer vision platform to create unified intelligence layer for manufacturing operations. Subject to final approvals.
- Manufacturing Leadership Council (MLC)minorPartnership on 'Manufacturing in 2030' project to help manufacturers leverage data and AI for operational excellence. Initiative brings together industry experts, academics, and technologists to develop roadmap for future of manufacturing. Includes joint webinars and event participation.
- Toyota Motor North AmericaflagshipFlagship partnership to deploy Invisible AI's computer vision platform across all 14 Toyota Motor North America manufacturing locations in North America. Initial deployment of 500 edge AI devices at Toyota Indiana plant in 2022, expanding to full North American footprint. Collaboration with Toyota's Manufacturing Project Innovation Center over two years to optimize ROI. System monitors factory floor activity for quality, safety, and productivity improvements.
- NVIDIA (Inception and Metropolis Partner)coreNVIDIA Inception and Metropolis partner program membership. Invisible AI edge devices use NVIDIA Jetson modules. VES powered by NVIDIA Metropolis and Cosmos models. Featured partner at Hannover Messe 2026 showcasing AI-driven manufacturing capabilities. Co-marketing through NVIDIA blog and events.
- Intel RealSensecorePartnership for edge-AI depth camera technology deployment. Combined solution delivers real-time, factory-wide visibility to uncover bottlenecks, optimize workflows, and drive continuous improvement. Featured in 'Tech Behind the Lens' podcast and case study.
- Whirlpool CorporationminorAwarded through Michigan Industry 4.0 accelerator program. Whirlpool leverages relationships with organizations and researchers globally to uncover emerging technology capable of transforming operations.
Scale indicators13 records
Recent moves6 records
Expansion highlights6 records
Invisible AI competitors and assessment
Company assessmentBroad incumbents
- Cognex: Established machine vision and industrial barcode reading giant with deep penetration across automotive and electronics manufacturers. Represents the incumbent competitor with embedded customer relationships and procurement scale.
- Keyence: Global leader in factory automation sensors, vision systems, and measurement equipment. Sells complementary vision and inspection hardware into automotive and industrial customers that Invisible AI also targets.
- Rockwell Automation: Industrial automation incumbent offering PLCs, MES, and FactoryTalk analytics suites that integrate with the same MES/PLC systems Invisible AI connects to. Represents both a competitor and a potential channel/integration partner for factory-floor vision data.
Direct peers
- Sight Machine: AI/analytics platform for manufacturing operations covering quality, OEE, and production visibility across discrete and process manufacturing. Comparable customer base of global manufacturers seeking factory-floor data visibility.
- Braincube: Industrial AI and analytics platform for manufacturers focused on continuous improvement, OEE, and production optimization. Similar customer profile of mid-to-large industrial firms seeking AI-driven operational insights.
- Tulip Interfaces: Frontline operations platform for manufacturers combining connected workstations, app-driven work instructions, and analytics for quality and production. Competes for the same industrial engineering budget with an overlapping 'no-code, operator-friendly' go-to-market.
- Drishti: Computer vision platform purpose-built for manual assembly on the factory floor. Most direct functional competitor to Invisible AI's Vision Execution System, with overlapping customer base in automotive OEMs and similar AI-on-edge architecture.
Emerging players
- Augury: AI-driven reliability and process optimization platform for manufacturing and commercial buildings, focused on equipment health via vibration and process sensors. Adjacent category but competes for the same 'AI for the factory floor' budget.
- SparkCognition: Industrial AI company offering asset performance, predictive maintenance, and visual inspection across manufacturing, energy, and defense. Comparable 'AI for industrial operations' positioning though broader in scope.
- Falkonry: Time-series anomaly detection AI for industrial operations and manufacturing process surveillance. Smaller-scale player in the manufacturing AI space, with overlap on operational anomaly detection use cases.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key highlights7 records
Customer concentration
Invisible AI social profiles
Digital presenceInvisible AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Invisible AI leadership team
Management profileNumber of profiles
Profiles5 records
Invisible AI subsidiaries and ownership
Company hierarchySubsidiaries1 record
Invisible AI funding detail
Funding detailFunding overview
Funding rounds4 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Invisible AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Invisible AI
What does Invisible AI do?
Invisible AI sells the Vision Execution System (VES), an edge-based 3D computer vision and AI motion analytics platform that uses proprietary NVIDIA Jetson-powered edge devices with high-resolution 3D cameras to capture and analyze human motion and objects on factory floors in real time. The platform converts manual assembly work into structured, cycle-level data and delivers proactive insights on quality, productivity, and safety to industrial engineering teams. It operates entirely on-premise with no cloud dependency, and is sold to large automotive OEMs and aerospace manufacturers via enterprise direct sales.
Is Invisible AI a public or private company?
Invisible AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Invisible AI founded?
Invisible AI was founded in 2018. It employs 11 to 50 people.
Where is Invisible AI based?
Invisible AI is headquartered in San Francisco, United States, in the North America region.
How does Invisible AI make money?
Three revenue lines are on record. Edge AI Hardware Devices are the primary driver. The others are vision Execution System Software Platform and professional Services.
Who are Invisible AI's main competitors?
Broad incumbents on record are Cognex, Keyence and Rockwell Automation. Direct peers are Sight Machine, Braincube, Tulip Interfaces and Drishti. Emerging players are Augury, SparkCognition and Falkonry.
Does Invisible AI have an API?
No public API is recorded for Invisible AI.
What industry is Invisible AI in?
Invisible AI's product category is Industrial Computer Vision and AI Manufacturing Analytics. Its primary akta.pro industry code is HDAAAJAE, Real-Time Vision at the Edge (on-device CV/video), with a secondary code of HDAAAJAC, Edge AI Hardware & NPUs (SoCs, modules, accelerators). Its NAICS code is 3345 and its SIC code is 3823.