Why CAD Vendors Will Not Build This AI: The Lock-In Argument
Dassault, Siemens, and PTC each have reasons not to build the AI automation you actually want. Here is the structural…
Hand Sketch to SOLIDWORKS Assembly: AI Closes the Gap
A senior engineer sketches a fixture on a napkin in 3 minutes. Translating that into SOLIDWORKS used to take 2…
Compliance-Aware Design: ASME/PED/CRN Auto-Check Before Manufacturing
Compliance failures caught at fabrication cost 50 to 200 times more than failures caught at design. Here is what auto-check…
Engineering Knowledge Capture: Senior Designer to AI Model
Your most experienced designer retires next year. Their tribal knowledge walks out the door. Here is what it actually takes…
Pipe Routing Automation: 3D Path Planning Beyond Rule-Based Macros
Rule-based pipe routing in SOLIDWORKS or PDMS handles 60 percent of cases. AI handles the rest — congested racks, slope-constrained…
Why STEP/IGES Files Are Not Enough for Equipment Reuse
STEP and IGES are good at moving geometry between CAD systems. They are bad at moving design intent. Here is…
Drawing Revision Control: AI Diff vs Manual Redline
Manual redline review misses 20 to 40 percent of changes between drawing revisions. Here is what AI diff catches that…
Bill of Materials from a Drawing: AI Cuts 4 Hours of Lookup
BOM extraction from drawings is still mostly manual. Here is what AI gets right, what it gets wrong, and how…
Reading P&ID Symbols Across ISA, ISO, and DIN: One AI, Three Standards
ISA, ISO, and DIN draw the same valve three different ways. Here is how modern AI handles cross-standard P&ID symbol…
SOLIDWORKS API vs DrawingDiff: When to Code Custom vs Use AI
A senior engineer's decision matrix for choosing between custom SOLIDWORKS API macros and AI-driven CAD automation, with real benchmarks and…