aPriori
Manufacturing simulation from 3D CAD for should-cost, DFM, cycle time and automated cost estimates, plus AI sourcing assistant.
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- 3D CAD models; PLM integration
38 tools · 6 categories · independent
Quoting, CAM, ERP, inspection and shop automation tools, sorted for real job shops, not for software marketers.
Browse the tools Get the monthly letterI'm Rick James, a self-taught mechanical engineer with 30 years in machining and manufacturing and 20+ years in SolidWorks. I've quoted the jobs, programmed the parts and run the machines. ShopFloor AI is where I sort the AI hype from tools that actually earn their keep on a shop floor.
No tools match. Suggest one?
Manufacturing simulation from 3D CAD for should-cost, DFM, cycle time and automated cost estimates, plus AI sourcing assistant.
AI/ML estimating and quoting for machine shops with RFQ import, ShapeSearch part library and ERP/QuickBooks integration.
Quoting software that helps machine shops and fabricators estimate smarter and faster; catches missed operations; ERP integrations.
AI estimator and AI scheduler for job shops and metal fabricators (Australia-focused), with job costing and live shop data.
AI-powered DFM, quoting and CAM automation for machine shops, from RFQ to spindle.
AI feature extraction from technical drawings (dimensions, tolerances, materials) via API or Studio for faster quoting.
Integrated cloud CAD/CAM with automated CAM programming, whole-part strategies and Autodesk Assistant AI.
AI that generates machining strategies and toolpaths inside your CAM and estimates cycle times; Quote Agent in development.
Feature-based CAM with automatic feature recognition and TechDB knowledge-based machining that reuses your best practices.
CNC programming software adding AI-enabled CAM intelligence and productivity tools.
CAD-integrated CAM (iMachining) with an AI CAM offering for CNC shops.
Cloud manufacturing ERP with 'Archie' built-in AI, AI uploader, BOM/routing builder, MCP & API.
Quote-to-cash ERP for manufacturers with AI-integrated ERP features.
Production planning and scheduling driven by machine data to raise capacity and workforce efficiency.
Job shop ERP centralizing quoting, scheduling and inventory; part of ECI's AI strategy.
All-in-one ERP/MES/QMS for machine shops with 'Chip', an AI that learns how your shop runs.
Quality engineering tools for TDP, FAI/AS9102, PPAP and CMM with IDA AI that extracts data from drawings.
AI vision inspection system for automated quality control on production lines.
Quality and metrology workflow from design through inspection (ballooning, FAI) via Inspection Manager / 360 CORE.
AI manufacturing acceleration platform that finds defects and improves yield (electronics focus).
Industrial CT scanning plus AI that gives manufacturers visibility inside parts to catch defects.
Deep-learning vision inspection on edge cameras; train models in hours with few images, no cloud dependency.
IoT sensor-based production monitoring tracking machine uptime and downtime in real time.
AI data platform that analyzes and connects drawings and manufacturing data across departments for sourcing and reuse.
No-operator-input production monitoring with real-time insights, using AI to flag issues while there is time to act.
AI-powered manufacturing operations platform connecting every machine, with 'Max AI' and machine monitoring.
Visual no-code automation for AI and agentic workflows across 1,000+ apps. Affiliate: 35% for 12 mo.
Workflow automation with AI agents and integrations; self-hostable; good for RFQ intake, quote follow-up and status emails. Affiliate: 30% for 12 mo.
Connects to any shop-floor machine to surface bottlenecks, with an AI assistant for manufacturing.
Composable AI-native frontline operations platform for production tracking, quality and traceability apps.
Cloud platform to design, automate, order and deploy manufacturing equipment and robot cells, with physical AI.
AI workflow and agent automation across 9,000+ apps.
AI mechanical engineer / CAD copilot to create and edit models and prepare drawings with existing CAD tools.
AI copilot that 'CADs like a human' to speed CAD and 3D modeling; from the Markforged founders.
Engineering-grade AI copilot for mechanical engineers: verified technical answers, part search, concept 3D models.
AI CAD copilot that models parts, generates drawings and runs automations/macros inside SolidWorks.
Turns plain-language briefs into editable CAD for parts and products.
AI-native CAD (Zoo Design Studio + Zookeeper agent) with editable B-rep geometry, code and API.
Same real-world parts, run through every AI CAD tool each month and graded by a 20-year SolidWorks user: dimensional accuracy, editable feature tree, and “would a machinist accept this?” Downloadable STEP results.
Copy-and-import automations for job shops: RFQ email → quote draft, quote follow-up reminders, order-status emails to customers, and shop-floor alerts.