Rheo AI
- Company typePrivate
- Founded2019
- HeadquartersIrvine, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
Rheo AI firmographics
Firmographics- Name
- Rheo AI
- Legal name
- Rheo AI Pvt. Ltd.
- Website
- https://rheo.ai
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
Rheo AI industry classification
Industry- Product category
- Manufacturing Operations Software
- NAICS
- Custom Computer Programming Services (541511)
- akta.pro primary industry
- Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ)
- akta.pro secondary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where Rheo AI is headquartered
LocationHeadquarters
- HQ city
- Irvine
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Rheo AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- SaaS Platform Subscription: AI-powered operations management platform delivered as a subscription service. Pricing appears to be quote-based for enterprise deployments across multiple facilities.
- Hardware (Wearables): Sale of Bluetooth-enabled smartwatches, portable cameras, and VR headsets that integrate with the platform.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise deployment with pilot-first approach |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels5 records
Rheo AI product offering
Product offeringCore offering
Rheo AI provides an AI-powered shop floor operations management platform that integrates data from cameras, sensors, PLCs, wearables, VR headsets, and existing documents/Excel sheets to deliver real-time actionable insights, dashboards, and AI-driven recommendations for floor management, continuous improvement, workforce training, and compliance/audit workflows. The platform is offered primarily as a subscription service to manufacturing enterprises across the United States, supplemented by proprietary wearable hardware.
Product overview
Rheo AI is a complete and vertically integrated AI platform for shop floor operations management. The platform centers on a unified core product—the Rheo AI Platform—with four integrated modules: Floor Management (AI Copilot for real-time decision-making), Improvements (Experiment module for continuous incremental kaizens), Training (visual/action-based workforce development with VR/AR support), and Compliance/Audit Workflows (unified compliance management across Safety, Quality, Operations, and Maintenance). The platform is powered by O-Rheo, a conversational AI oracle that provides knowledge retrieval, action recommendations, and workflow automation. Rheo also offers a mobile application and proprietary wearables (smartwatches, portable cameras, VR headsets) that extend the platform's data capture and training capabilities.
Differentiator
Problem solved
Functional benefit
Products and services
- Rheo AI Platform Complete AI platform for shop floor operations management that integrates data from cameras, sensors, PLCs, wearables, and existing data sources to provide real-time actionable insights, dashboards, and AI-powered recommendations across floor management, improvements, training, and compliance workflows. Sold to manufacturing enterprises via subscription.
- Rheo Wearables Bundled hardware offering including Bluetooth-enabled smartwatches for operator cycle time tracking, portable cameras for capturing training videos, and virtual reality headsets for immersive operator training in simulated environments. Sold as part of the platform deployment.
- Rheo Mobile Application Android mobile application providing shop floor access for training, audits, and operational management with AR-enabled tablets and dashboards for operators and supervisors.
Quantifiable outcome
- 80% capacity increase
- +7 more outcomes
Companies that use Rheo AI
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles3 records
Rheo AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability11 records
Feature7 records
Rheo AI partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- MI Windows and DoorscoreStrategic partnership where MI Windows and Doors implemented Rheo's AI-driven manufacturing platform to reduce bottlenecks and improve throughput. MI Windows and Doors is a major manufacturer in the residential windows and doors sector. The partnership demonstrates Rheo's ability to deploy enterprise-scale AI solutions in manufacturing operations.
Scale indicators16 records
Recent moves5 records
Expansion highlights6 records
Rheo AI competitors and assessment
Company assessmentBroad incumbents
- Siemens Digital Industries: Industrial software giant offering Opcenter (MES), MindSphere IoT, and Insights Hub — broader industrial automation portfolio with overlapping real-time manufacturing visibility capabilities.
- Rockwell Automation: Largest industrial automation incumbent with FactoryTalk MES, PTC-partnered ThingWorx, and analytics offerings — broader portfolio that competes with Rheo's shop floor platform across large manufacturing accounts.
Direct peers
- Poka: Connected worker platform focused on frontline training, standard work, and knowledge sharing for manufacturers — closely comparable to Rheo's Training module and visual/action-based workforce enablement offering.
- Augury: Industrial AI combining vibration/temperature sensing and AI for asset health and process optimization — adjacent to Rheo's AI-driven shop floor monitoring but focused more on equipment health than full-line operations.
- Sight Machine: Manufacturing analytics and AI platform that turns plant data into real-time production insights — comparable to Rheo's data integration and real-time dashboard capabilities across factory operations.
- Tulip Interfaces: Frontline operations platform for manufacturers offering app-based shop floor workflows, machine data capture, and visual instructions — directly overlapping Rheo's Floor Management and connected-worker use cases for discrete manufacturing customers.
- Drishti: AI-powered video analytics for assembly and manufacturing operations, applying computer vision to manual workstations — overlapping Rheo's Connected Cameras System and computer vision-driven shop floor insights.
- MachineMetrics: Manufacturing analytics platform that connects to machines, PLCs, and sensors to deliver real-time production visibility — directly comparable to Rheo's PLC/sensor integration and continuous improvement modules.
- VKS (Visual Knowledge Share): Work instruction and knowledge capture solution for manufacturers, focused on visual SOPs and operator training — overlapping Rheo's Training and Compliance modules in discrete manufacturing.
- L2L: Connected workforce platform for manufacturing covering training, standard work, and continuous improvement — comparable to Rheo's improvements and training modules for frontline operations.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Rheo AI social profiles
Digital presenceRheo AI compliance and trust
Trust signalCompliance1 record
Rheo AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Rheo AI leadership team
Management profileNumber of profiles
Rheo AI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Rheo 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 Rheo AI
What does Rheo AI do?
Rheo AI provides an AI-powered shop floor operations management platform that integrates data from cameras, sensors, PLCs, wearables, VR headsets, and existing documents/Excel sheets to deliver real-time actionable insights, dashboards, and AI-driven recommendations for floor management, continuous improvement, workforce training, and compliance/audit workflows. The platform is offered primarily as a subscription service to manufacturing enterprises across the United States, supplemented by proprietary wearable hardware.
Is Rheo AI a public or private company?
Rheo AI is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Rheo AI founded?
Rheo AI was founded in 2019. It employs 11 to 50 people.
Where is Rheo AI based?
Rheo AI is headquartered in Irvine, United States, in the North America region.
How does Rheo AI make money?
Two revenue lines are on record. SaaS Platform Subscription is the primary driver. The others are hardware (Wearables).
Who are Rheo AI's main competitors?
Broad incumbents on record are Siemens Digital Industries and Rockwell Automation. Direct peers are Poka, Augury, Sight Machine, Tulip Interfaces, Drishti, MachineMetrics, VKS (Visual Knowledge Share) and L2L.
Does Rheo AI have an API?
No public API is recorded for Rheo AI.
What industry is Rheo AI in?
Rheo AI's product category is Manufacturing Operations Software. Its primary akta.pro industry code is IMAHAHAJ, Industrial Automation Software (SCADA, HMI, MES, Historian), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 541511.