Augury
Machine health monitoring with wireless vibration and temperature sensors and AI diagnostics for rotating equipment.
- Runs as a cloud service
Uptake
Asset analytics software that uses sensor and maintenance data to predict failures and prioritize work on heavy equipment.
- Runs as a cloud service
IBM Maximo Application Suite
Enterprise asset management suite with asset monitoring, health scores and predictive maintenance alongside work management.
- Runs as a cloud service
- Can run on premises
Tractian
Wireless condition monitoring sensors paired with a maintenance app, aimed at plants starting predictive maintenance.
- Runs as a cloud service
- Mobile app
SMARTdiagnostics
Wireless vibration and temperature monitoring for plant equipment, with software that flags machines needing attention.
Nanoprecise
Wireless multi-sensor units and AI analytics that estimate the condition and remaining life of rotating equipment.
- Runs as a cloud service
Cognex In-Sight and VisionPro
Machine vision cameras and software, including deep learning tools, for inspection, measurement and code reading on the line.
- Can run on premises
LandingLens
Visual inspection platform for training defect-detection models from labeled images, then deploying them at the edge or in the cloud.
- Runs as a cloud service
Instrumental
Cameras and AI software for electronics assembly lines that find defects and trace their root causes across units.
- Runs as a cloud service
Keyence vision systems
Industrial vision systems and smart cameras, including AI-based inspection tools, for checking parts and assemblies on the line.
HALCON
Machine vision software library with deep learning functions, used by engineers and integrators to build inspection systems.
- Can run on premises
Roboflow
Computer vision platform for labeling images, training models and deploying them, often used for custom inspection projects.
- Runs as a cloud service
- Has an API
- Free plan or free tier
Opcenter
Siemens manufacturing operations software covering execution, quality, scheduling and production intelligence.
- Can run on premises
Plex Smart Manufacturing Platform
Cloud manufacturing ERP and MES that tracks production, quality and inventory on the shop floor.
- Runs as a cloud service
Katana
Cloud manufacturing ERP for small makers that plans production, tracks inventory and syncs with online stores.
- Runs as a cloud service
- Has an API
MRPeasy
Cloud MRP and ERP for small manufacturers covering production planning, inventory, purchasing and costing.
- Runs as a cloud service
PlanetTogether
Advanced planning and scheduling software that builds finite-capacity production schedules on top of an ERP.
Odoo Manufacturing
Manufacturing app in the Odoo suite for bills of materials, work orders, planning and shop floor tablets.
- Runs as a cloud service
- Can run on premises
Epicor Kinetic
ERP for discrete and mixed-mode manufacturers with production management, scheduling and AI assistant features.
- Runs as a cloud service
Critical Manufacturing MES
MES for complex discrete manufacturing such as electronics and medical devices, with traceability and quality modules.
Litmus Edge
Industrial edge platform that connects to PLCs and machines, normalizes the data and passes it to analytics and cloud systems.
- Can run on premises
Sight Machine
Manufacturing data platform that models production lines and gives engineers analytics and AI on process and quality data.
- Runs as a cloud service
AVEVA PI System
Operational data historian that collects and stores time-series data from plant equipment for analysis and reporting.
- Can run on premises
Samsara
Connected operations platform with sensors and cameras for equipment, sites and fleets, plus a mobile app for frontline teams.
- Runs as a cloud service
- Has an API
- Mobile app
HighByte Intelligence Hub
Industrial DataOps software that models and contextualizes machine data at the edge before sending it to other systems.
- Can run on premises
Ignition
Industrial application platform for SCADA, HMI, MES and IIoT projects, licensed per server with unlimited tags.
- Can run on premises
Cognite Data Fusion
Industrial data platform that connects OT, IT and engineering data into one model, with AI assistants for search and analysis.
- Runs as a cloud service
- Has an API
MachineMetrics
Machine monitoring for CNC and discrete manufacturing that tracks utilization, downtime reasons and cycle times automatically.
- Runs as a cloud service
Seeq
Advanced analytics for process manufacturing data in historians, used by engineers to investigate and monitor operations.
- Runs as a cloud service
Kinaxis Maestro
Supply chain planning platform for demand, supply and capacity planning with fast scenario analysis across the network.
- Runs as a cloud service
o9 Solutions
Planning platform that links demand forecasting, supply planning and integrated business planning in one knowledge graph model.
- Runs as a cloud service
Blue Yonder
Supply chain software for demand planning, supply planning, warehouse and transportation, with AI forecasting.
- Runs as a cloud service
Anaplan
Connected planning platform used for S&OP, demand and supply planning, and the finance plans that sit beside them.
- Runs as a cloud service
Netstock
Inventory optimization and demand planning for small and midsize companies, connected to their existing ERP.
- Runs as a cloud service
Lokad
Quantitative supply chain optimization using probabilistic forecasts to set orders, stock levels and prices.
- Runs as a cloud service
ToolsGroup
Demand forecasting and inventory optimization software built around probabilistic models and service-level targets.
- Runs as a cloud service
project44
Shipment visibility platform that tracks inbound and outbound freight across carriers and predicts arrival times.
- Runs as a cloud service
- Has an API
Fishbowl
Inventory and manufacturing management for small businesses, often paired with QuickBooks for accounting.
Autodesk Fusion
Cloud CAD, CAM and CAE in one tool, with generative design that proposes part shapes from loads and constraints.
- Runs as a cloud service
- Free plan or free tier
nTop
Computational design software for lattices, heat exchangers and complex geometry, often used for additive manufacturing.
NX
Siemens CAD, CAM and CAE system for product engineering, with AI-assisted design features and NC programming.
SOLIDWORKS
Widely used 3D CAD for mechanical design, with simulation, drawings and data management add-ons.
Onshape
Browser-based CAD with built-in version control and real-time collaboration, from PTC.
- Runs as a cloud service
- Free plan or free tier
Neural Concept
AI engineering platform that learns from simulation data to predict performance of new designs in seconds.
CAM Assist
AI add-in that generates CNC machining strategies and toolpaths inside existing CAM software.
Tulip
No-code platform for building shop floor apps: work instructions, quality checks, machine monitoring and production tracking.
- Runs as a cloud service
Augmentir
Connected worker platform with digital work instructions, skills tracking and AI that suggests where workers need support.
- Runs as a cloud service
Dozuki
Visual work instruction and standard work software, with step-by-step guides built from photos and video.
- Runs as a cloud service
Redzone
Connected workforce software for plant teams with production tracking, team huddles and real-time performance boards.
MaintainX
Mobile-first CMMS for work orders, preventive maintenance, procedures and spare parts, with AI features for maintenance teams.
- Runs as a cloud service
- Has an API
- Mobile app
UpKeep
Mobile CMMS and asset management for work orders, preventive maintenance, inventory and sensor-based alerts.
- Runs as a cloud service
- Mobile app
Fiix
Cloud CMMS from Rockwell Automation with work orders, preventive schedules and AI insights on maintenance data.
- Runs as a cloud service
- Mobile app
Limble
Cloud CMMS focused on fast setup, with work orders, preventive maintenance, parts inventory and a mobile app.
- Runs as a cloud service
- Mobile app
eMaint
CMMS from Fluke Reliability that connects work management with condition monitoring tools and sensors.
- Runs as a cloud service
- Mobile app
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