AI that actually runs on the shop floor.
46 real, sourced AI use cases and tools for CNC, CAD/CAM, additive, quality and hardware teams.
AI-generated CNC machining strategies and toolpaths
CAM Assist integrates with existing CAM software and uses AI to generate machining strategies and toolpaths and estimate cycle times, so programmers can program parts faster.
CNC & MachiningCAD / CAMAI-assisted quoting, DFM and CAM automation for job shops
Toolpath uses AI to accelerate DFM checks, quoting and CAM so machine shops can quote faster and move from RFQ to spindle with less manual work.
CNC & MachiningQuoting & SourcingInstant online quotes for CNC, 3D printing and sheet metal
Xometry provides instant quotes on CNC machining, 3D printing, sheet metal fabrication, laser cutting and more for prototypes and production parts through its on-demand manufacturing marketplace.
Quoting & SourcingCNC & Machining3D Printing & AdditiveHardware StartupsInteractive quoting with automated design-for-manufacturability analysis
Protolabs offers an interactive quote with free design analysis within hours for prototype and on-demand production parts.
Quoting & SourcingHardware StartupsCNC & MachiningQuoting and estimating software for custom manufacturers
Paperless Parts is a quoting and estimating platform for custom manufacturers such as machine shops and fabricators, with geometry analysis of customer CAD files to speed estimating.
Quoting & SourcingCNC & MachiningGenerate editable CAD models from text prompts
Zoo's Text-to-CAD generates CAD models from text prompts that you can import into the CAD program of your choice.
CAD / CAMHardware StartupsMechanical engineering copilot for technical answers and part selection
Leo AI positions itself as a mechanical engineering copilot that answers technical questions with cited sources, helps find parts and creates concept images and 3D models.
CAD / CAMHardware StartupsAI copilot for CAD and 3D modeling workflows
Backflip describes itself as an AI copilot that CADs like a human, aimed at cutting time spent on manual CAD and 3D modeling tasks.
CAD / CAMMetrologyHardware StartupsGenerative design for lightweight, manufacturable parts
Autodesk's generative design lets engineers set goals, constraints, materials and manufacturing methods and explore many software-generated design options.
CAD / CAM3D Printing & AdditiveAutomated geometry generation and validation
nTop generates and validates engineering geometry automatically from requirements, widely used for lattices and complex additive designs.
CAD / CAM3D Printing & AdditiveCloud-native CAD and PDM product development
Onshape is a cloud product development platform combining CAD, data management and collaboration from conception to production, and has added an AI assistant for users.
CAD / CAMHardware StartupsAI-accelerated simulation to explore design alternatives
Ansys SimAI is an AI platform that lets engineers rapidly explore and predict the performance of design alternatives, trained on prior simulation data.
Simulation & CAECAD / CAM3D deep learning to predict design performance
Neural Concept offers an AI-first engineering platform used by OEMs to predict performance of 3D designs and speed product development.
Simulation & CAECAD / CAMSelf-learning models to test less and learn more
Monolith provides AI software that builds self-learning models from test data to predict design performance and reduce physical testing.
Simulation & CAEQuality & InspectionAI for design, manufacturing and operation of complex products
PhysicsX builds AI to improve the design, manufacturing and operation of complex products and processes, applied in sectors such as aerospace and automotive.
Simulation & CAECAD / CAMAdditive build preparation and manufacturing OS
Oqton offers an agnostic manufacturing operating system and software including 3DXpert for additive build preparation and MOS for production management.
3D Printing & AdditiveMES & ERPAI models for laser-based additive manufacturing
1000 Kelvin builds foundational AI models for laser-based manufacturing for real-time control, quality prediction and process optimization, starting with metal AM print-file correction.
3D Printing & AdditiveQuality & InspectionAI print-failure (spaghetti) detection for 3D printers
Obico is an open-source smart 3D printing platform that monitors printers remotely and uses AI to detect print failures.
3D Printing & AdditiveQuality & InspectionLattice design software for DLS 3D printing
Carbon pairs its Digital Light Synthesis process with design software for generating lattices for end-use parts.
3D Printing & AdditiveCAD / CAMAutomated print preparation for SLA and SLS
Formlabs, a large supplier of professional SLA and SLS printers, provides PreForm print-preparation software with automatic orientation, supports and layout.
3D Printing & AdditiveAM workflow and build-prep software
Materialise provides 3D printing software and services for industrial and medical additive manufacturing, including data and build preparation.
3D Printing & AdditiveMES & ERPAI vision inspection to catch defects on the line
Elementary offers AI machine-vision inspection systems to automate quality control and detect defects in manufacturing.
Quality & InspectionDeep-learning machine vision for inspection
Cognex provides machine vision systems and deep-learning vision software used for inspection, identification and guidance in factories.
Quality & InspectionAI defect discovery for electronics and assembly
Instrumental uses images captured on assembly lines and AI to find defects and failure root causes in electronics manufacturing.
Quality & InspectionHardware StartupsAI inspection and traceability of electronic components
Cybord applies AI to component inspection in electronics assembly for quality, traceability and supply-chain security.
Quality & InspectionElectronicsAI analytics for electronics manufacturing lines
Arch Systems provides AI-driven analytics for electronics manufacturing, connecting machine data from production lines.
ElectronicsAnalyticsAI copilots for manual assembly lines
Retrocausal offers AI copilots that watch assembly with cameras to improve productivity, quality and safety on manual lines.
Quality & InspectionFrontline OpsMachine monitoring and AI operations for CNC shops
MachineMetrics is an AI-powered manufacturing operations platform that connects machines to track performance and optimize jobs across discrete manufacturing.
CNC & MachiningAnalyticsNo-code frontline operations apps with AI
Tulip is a composable, AI-native frontline operations platform for building apps for production tracking, quality and traceability.
Frontline OpsMES & ERPAI-guided work instructions and knowledge capture
Squint is an AI platform for frontline operations that captures expert knowledge and guides execution with step-by-step procedures.
Frontline OpsGenerative AI copilot for automation engineering
Siemens Industrial Copilot uses generative AI to help engineers with tasks such as automation code generation and machine troubleshooting.
Automation & RoboticsAI predictive maintenance for production assets
Senseye Predictive Maintenance helps manufacturers shift from reactive to condition-based maintenance using machine data.
MaintenanceMachine health monitoring with sensors and AI
Augury combines sensors and AI to monitor machine health and predict failures of rotating equipment.
MaintenanceIndustrial analytics on process time-series data
Seeq provides industrial analytics software combining AI with engineer expertise to analyze process data.
AnalyticsManufacturing data and AI platform for production
Sight Machine provides a manufacturing data platform that models plant data to improve production.
AnalyticsAI-based optimization and digital assistants for advanced manufacturing
Plataine provides AI-based digital assistants that optimize production floor decisions, notably in composites and advanced manufacturing.
MES & ERPAnalyticsAutonomous AI robotic welding
Path Robotics builds physical AI for manufacturing; its Obsidian AI powers autonomous welding cells.
Automation & RoboticsWeldingRobotic sheet-metal forming in software-defined factories
Machina Labs builds intelligent, software-defined factories that use robots to form complex metal structures for aerospace, defense and mobility.
Automation & RoboticsHardware StartupsDesign and deploy automation equipment from the browser
Vention is a cloud platform to design, automate, order and deploy manufacturing equipment from a web browser.
Automation & RoboticsHardware StartupsAutomated precision machining factories
Hadrian builds factories using advanced software and automation to scale precision component manufacturing for aerospace and defense.
CNC & MachiningAutomation & RoboticsDigital manufacturing platform for hardware teams
Fictiv is a digital manufacturing platform for sourcing CNC, 3D printed, molded and other custom parts.
Quoting & SourcingHardware StartupsAll-in-one ERP, MES and QMS for machine shops
ProShop is a web-based ERP, MES and QMS for machine shops and manufacturers.
CNC & MachiningMES & ERPSoftware-defined automated assembly
Bright Machines combines software and robotic cells for automated electronics and product assembly.
Automation & RoboticsElectronicsMetrology solutions and inspection software
ZEISS offers precision metrology including CMMs, optical/CT systems and inspection software.
MetrologyQuality & InspectionIn-process inspection on industrial 3D printers
Markforged provides industrial 3D printers and the Digital Forge platform, including Blacksmith software for adaptive, inspection-driven printing.
3D Printing & AdditiveQuality & InspectionMetrology and manufacturing intelligence software
Hexagon offers metrology hardware and software plus CAD/CAM tools for manufacturing.
MetrologyQuality & InspectionCAD / CAM