iFactory
iFactory AI (JRS Innovation LLC) provides an integrated industrial AI platform combining computer vision, predictive maintenance, digital twins, and robotics orchestration, deployed on-premise on NVIDIA infrastructure for manufacturers across automotive, oil & gas, pharmaceuticals, and other process and discrete industries.
- Company typePrivate
- Founded2015
- HeadquartersAtlanta, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What iFactory does
iFactory AI, operated by JRS Innovation LLC, is a US-based industrial AI software platform provider focused on smart factory operations for manufacturers. The platform integrates AI Vision for quality and safety inspection, predictive maintenance using time-series models (LSTM, Transformer, XGBoost), digital twin simulation, and ROS 2-native robotics orchestration, deployed on-premise on NVIDIA GPU infrastructure (HGX B200, DGX H100, Jetson Orin) with sub-50ms edge AI inference and full data sovereignty. It connects to enterprise systems including SAP (PM, EAM, S/4HANA), Siemens/Allen-Bradley/ABB PLCs, SCADA, MES, EAM, CMMS, and IoT sensor layers, and runs computer vision models such as YOLO, EfficientNet, and ViT alongside on-prem LLMs up to 500B parameters.
The platform serves discrete and process manufacturers across verticals including automotive, oil & gas, pharmaceuticals, steel, power, aviation, and food & beverage, with claimed reach of 1,000+ factories and 500+ manufacturing deployments worldwide, including named customers BMW and Intel and case-study sites in the Permian Basin, Western Canada, and a UAE refinery. Revenue is generated through three deployment models: cloud SaaS subscriptions, on-premise hardware-plus-software bundles, and multi-year greenfield consulting engagements for new factory construction, with all pricing customized per deployment. Go-to-market is direct enterprise field sales with no channel partner network evident, supported by content marketing, industry-specific solution pages, and Calendly-based demo scheduling. No funding rounds, acquisitions, or leadership changes are disclosed in the input.
iFactory firmographics
Firmographics- Name
- iFactory
- Legal name
- JRS Innovation LLC
- Website
- https://ifactoryapp.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- iFactory AI (JRS Innovation LLC) provides an integrated industrial AI platform combining computer vision, predictive maintenance, digital twins, and robotics orchestration, deployed on-premise on NVIDIA infrastructure for manufacturers across automotive, oil & gas, pharmaceuticals, and other process and discrete industries.
- Ownership category
- akta.pro rank
iFactory industry classification
Industry- Product category
- Industrial AI Software
- NAICS
- Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Digital Process Automation (DPA) & Orchestration Suites (HDAEAHAF)
- akta.pro secondary industries
- Instrumentation, Controls & Automation Engineering Consulting (BPAHAIAM), Compliance, Risk & EHS Management (BPABAAAK)
Keywords
Where iFactory is headquartered
LocationHeadquarters
- HQ city
- Atlanta
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
iFactory business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Subscription (Cloud): Monthly or annual subscription-based access to iFactory AI platform. Pricing customized based on users, modules, and production lines. Auto-renews for equivalent term periods.
- On-Premise Hardware + Software: Hardware-based deployment including NVIDIA servers (HGX B200, DGX H100, Jetson Orin) combined with software licensing. Pricing based on hardware, modules, and deployment scope.
- Greenfield Consulting Services: End-to-end consulting for new factory construction including AI server planning, network architecture, IT/OT security, sensor placement, data flow design, and full software deployment.
- Enterprise Support & SLA: 99.9% uptime SLA with dedicated support across deployment models. Additional support tiers available.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Cloud SaaS - fastest time-to-value for existing factories |
| Subscription | Annual | On-Premise Server & Hardware - full control & data sovereignty |
| Hybrid | Multi-year contract | Greenfield Plant - built from scratch, AI-native |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
iFactory product offering
Product offeringCore offering
iFactory provides an AI-powered industrial software platform that combines computer vision, predictive analytics, robotics orchestration, and digital twin technology for smart factory operations. The platform is deployed on-premise using NVIDIA GPU infrastructure and integrates with SCADA, ERP, MES, PLC systems, IoT sensors, and robotics to deliver predictive maintenance, automated quality inspection, energy optimization, and production monitoring for manufacturing enterprises.
Product overview
iFactory AI is a comprehensive industrial AI platform with a modular architecture combining a unified CMMS/EAM/MES foundation with AI-powered intelligence layers. The platform comprises core modules including Predictive Maintenance, Digital Twin AI, Robotics AI, and AI Vision Camera for quality and safety inspection, supported by enterprise integrations with SAP (PM, EAM, S/4HANA), PLC/SCADA systems (Siemens, Allen-Bradley, ABB), and IoT sensor networks. Additional modules cover Production Monitoring, Quality Control Management, Energy Monitoring, Safety and Compliance, Work Order Management, Preventive Maintenance, Inspection Management, Parts & Inventory, Incident Reporting, Automated Analytics Reporting, Smart Document Management, OEE Analytics, Shift Logbook, Shutdown Management, Vendor Management, Statistical Quality Control, EHS Management, Team Management, and specialized offerings for automotive (AMO) and manufacturing operations (MOM). The platform is deployable as Cloud SaaS, On-Premise with NVIDIA infrastructure (HGX B200, DGX H100, Jetson Orin), or through Greenfield Consulting for new factory construction.
Differentiator
Problem solved
Functional benefit
Brands
- AI Vision Camera: Edge-deployed computer vision system for industrial defect detection, safety compliance, assembly verification, OCR/barcode reading, and dimensional metrology using deep learning models including YOLO and Vision Transformers.
- Robotics AI
- Digital Twin AI
- NVIDIA Server Integration
- Greenfield Consulting
Products and services
- AI Vision Camera Edge-deployed computer vision system for industrial quality control, defect detection, safety monitoring, and process optimization. Processes RGB, thermal, LiDAR, and hyperspectral camera inputs using YOLO, EfficientNet, and Vision Transformers with sub-50ms latency for manufacturers seeking automated visual inspection.
- Predictive Maintenance AI-driven predictive maintenance platform that analyzes vibration, thermal, acoustic, and performance sensor data using LSTM, Transformer, and XGBoost models to predict equipment failures 7-30 days in advance. Designed for plant maintenance teams to reduce unplanned downtime by 45-72%.
- Digital Twin AI Physics-accurate virtual replica of factory operations enabling real-time monitoring, what-if scenario simulation, and predictive maintenance. Supports 3D LiDAR scans, CAD imports, and live IoT data synchronization for production engineers and operations managers.
- Robotics AI ROS 2-native platform for orchestrating heterogeneous robot fleets including industrial arms, cobots, humanoids, quadrupeds, AMRs, and AGVs. Enables autonomous task allocation, fleet health monitoring, and predictive robot maintenance for factory automation teams.
- Manufacturing Execution System (MES) Manufacturing operations management system providing production tracking, quality management, and real-time visibility across production lines for plant operations teams.
- Enterprise Asset Management (EAM) Comprehensive asset management solution for tracking, maintaining, and optimizing physical assets across the enterprise lifecycle.
- CMMS Solution Computerized Maintenance Management System for work order management, preventive maintenance scheduling, parts inventory, and maintenance team coordination.
- Quality Control Management AI-powered quality management system for defect detection, statistical quality control (SQC/SPC), and compliance with automotive and other industry standards.
- Energy Monitoring Solution WAGES (Water, Air, Gas, Electricity, Steam) monitoring and optimization system that reduces energy costs by 25-40% through AI-driven setpoint optimization and anomaly detection.
- Production Monitoring Solution Real-time production monitoring and OEE (Overall Equipment Effectiveness) tracking with bottleneck identification and AI-powered scheduling optimization.
- Safety and Compliance AI-powered workplace safety monitoring system for real-time PPE detection, zone intrusion, unsafe posture detection, and compliance documentation.
- OEE Analytics Overall Equipment Effectiveness analytics with real-time availability, performance, and quality tracking that identifies bottlenecks within 2 minutes.
- NVIDIA Server Integration On-premise NVIDIA AI infrastructure offering including HGX B200, DGX H100 servers, and Jetson Orin edge modules with TensorRT optimization for industrial AI workloads.
- Greenfield Consulting End-to-end consulting service for new factory construction including AI server planning, network architecture, IT/OT security design, sensor placement, and full software deployment from concept through production commissioning.
Quantifiable outcome
- 32% reduction in unplanned downtime (average)
- +10 more outcomes
Companies that use iFactory
Customer profileNamed customers7 records
Segments10 records
Ideal customer profiles3 records
iFactory technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration20 records
AI capability13 records
Feature6 records
iFactory partnerships and signals
Strategic signalPartnerships
Ten partnerships are on record, tiered core and supporting.
- SAPcoreNative SAP PM, SAP EAM, and SAP S/4HANA integration available across all deployment models. Deep integration connects AI predictions with SAP asset management workflows, enabling seamless data flow between predictive maintenance and enterprise systems.
- NVIDIAcoreiFactory deploys on NVIDIA hardware including HGX B200, DGX H100 for data center AI, and Jetson Orin for edge inference. Models optimized with TensorRT for maximum throughput. Enables LLM deployment up to 500B parameters on-premise.
- SiemenscoreSCADA/PLC integration with Siemens S7 series validated and production-ready. iFactory connects to Siemens control systems for real-time data ingestion and automated response capabilities.
- Allen-BradleycorePLC integration with Allen-Bradley ControlLogix validated. Bidirectional communication enabling real-time monitoring and automated work order generation from equipment data.
- ABBcoreABB AC500 PLC integration supported. Enables connectivity with ABB automation equipment across production lines, robots, and industrial systems.
- HoneywellsupportingIntegration capability with Honeywell industrial automation systems referenced in greenfield consulting services.
- OraclesupportingOracle ERP integration referenced in greenfield consulting capabilities for MES and enterprise system connectivity.
- AutoCADsupportingAutoCAD integration supported for digital twin factory layout and design workflows.
- Open Robotics (ROS 2)coreROS 2-native robotics orchestration with Open-RMF integration for multi-vendor robot fleet coordination. Supports heterogeneous robot environments including arms, humanoids, quadrupeds, AMRs, and cobots.
- AWSsupportingAWS data center referenced in privacy policy as primary location for cloud-hosted customer data processing, operating under EU/US Privacy Shield framework.
Scale indicators11 records
Recent moves6 records
Expansion highlights5 records
iFactory competitors and assessment
Company assessmentEmerging players
- Cognex: Cognex is a leader in industrial machine vision and image-based quality inspection. While focused on vision hardware/software rather than a unified AI platform, it competes with iFactory's AI Vision Camera module for defect detection and quality inspection use cases.
Broad incumbents
- Honeywell Forge: Honeywell's Forge industrial AI platform competes with iFactory across process industries, oil & gas, and discrete manufacturing. Honeywell bundles predictive maintenance, asset performance, and process optimization with its installed automation base, creating overlap in target verticals.
- Siemens (MindSphere / Xcelerator): Siemens' MindSphere IoT platform and Xcelerator digital portfolio directly compete with iFactory's industrial AI platform, offering similar predictive maintenance, digital twin, and edge AI capabilities to the same manufacturing base. Siemens also has validated integrations with the same PLC/SCADA systems iFactory connects to.
- Microsoft (Azure Industrial IoT): Microsoft's Azure Industrial IoT and connected factory offerings provide cloud infrastructure and AI services for industrial customers. As a hyperscaler with massive R&D and partner ecosystems, it represents an indirect but credible competitive threat to iFactory's industrial AI platform.
- ABB Ability: ABB's Ability industrial IoT and AI portfolio competes with iFactory in manufacturing, robotics, and process automation. ABB's installed automation base and robotics offerings overlap with iFactory's Robotics AI and PLC integration modules.
Direct peers
- Uptake: Uptake is an industrial AI software company focused on predictive maintenance, asset performance, and reliability for manufacturing, energy, and rail. It competes with iFactory on the same AI-driven maintenance and uptime outcomes for enterprise industrial customers.
- PTC (ThingWorx): PTC's ThingWorx is a direct industrial IoT/AI platform competitor, offering predictive maintenance, connectivity, and analytics for discrete and process manufacturers. Both target enterprise manufacturers seeking unified edge-to-cloud industrial AI platforms with deep OEM/ERP integrations.
- Augury: Augury provides AI-driven predictive maintenance and asset health monitoring for manufacturing and industrial customers using vibration and acoustic sensing. It competes directly with iFactory's Predictive Maintenance module for the same machine health and uptime-focused use cases.
- C3.ai: C3.ai delivers enterprise AI applications including predictive maintenance, process optimization, and digital twin for industrial customers. Both companies target large enterprise manufacturers with AI platforms that integrate with ERP/SCADA systems, though C3.ai pursues a cloud-first model.
- SparkCognition: SparkCognition provides enterprise AI solutions for asset optimization, predictive maintenance, and industrial cybersecurity. Both target heavy industry customers and compete on AI-driven uptime, quality, and operational efficiency outcomes.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
iFactory social profiles
Digital presenceiFactory compliance and trust
Trust signalCompliance2 records
iFactory financial estimates
Financial estimateRevenue estimate
Valuation estimate
iFactory leadership team
Management profileNumber of profiles
iFactory funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
iFactory 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 iFactory
What does iFactory do?
iFactory provides an AI-powered industrial software platform that combines computer vision, predictive analytics, robotics orchestration, and digital twin technology for smart factory operations. The platform is deployed on-premise using NVIDIA GPU infrastructure and integrates with SCADA, ERP, MES, PLC systems, IoT sensors, and robotics to deliver predictive maintenance, automated quality inspection, energy optimization, and production monitoring for manufacturing enterprises.
Is iFactory a public or private company?
iFactory is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was iFactory founded?
iFactory was founded in 2015. It employs 51 to 100 people.
Where is iFactory based?
iFactory is headquartered in Atlanta, United States, in the North America region.
How does iFactory make money?
Four revenue lines are on record. SaaS Subscription (Cloud) is the primary driver. The others are on-Premise Hardware + Software, greenfield Consulting Services and enterprise Support & SLA.
Who are iFactory's main competitors?
Cognex is listed as an emerging player. Broad incumbents are Honeywell Forge, Siemens (MindSphere / Xcelerator), Microsoft (Azure Industrial IoT) and ABB Ability. Direct peers are Uptake, PTC (ThingWorx), Augury, C3.ai and SparkCognition.
Does iFactory have an API?
No public API is recorded for iFactory.
What industry is iFactory in?
iFactory's product category is Industrial AI Software. Its primary akta.pro industry code is HDAEAHAF, Digital Process Automation (DPA) & Orchestration Suites, with a secondary code of BPAHAIAM, Instrumentation, Controls & Automation Engineering Consulting. Its NAICS code is 54151 and its SIC code is 7373.