Design Intelligence in Action
Real Findings. Real Drawings.
Real Impact.
Every finding below was caught by our AI on real engineering drawings. We've redacted the drawings to protect client confidentiality, but the findings are unedited.
Drawing ComparisonAutomotive / Steering
Steering System Flange — Revision Comparison
Safety-Critical Flange · V1 vs V2 · Manufacturer of Steering Components for Automotive OEMs
49 changes detected: 3 Critical, 16 Major, 30 Minor · NOT INTERCHANGEABLE · Safety-critical steering load path
49
Changes detected
3
Critical changes
NOT
Interchangeable
Forge ReviewAutomotive / Drivetrain
Cold Formed Differential Bevel Pinion
Straight Bevel Pinion · Differential Application · Complex geometry
Net-formed teeth · Case carburised · Spline bore · Mating gear cross-check · STANDARD Mode
3
Major findings identified
>2%
Pitch diameter error
Cross-dwg
Mating gear mismatch caught
Machine ReviewAutomotive
Automotive Diesel Piston
DI Diesel Piston · 3-Ring Configuration · Complex geometry
Cam-turned oval skirt · DOP table present · STANDARD Mode
3
Major findings identified
CNC
Silent error risk flagged
CR
Compression ratio at risk
Assembly ReviewAutomotive
Automotive Oil Pump Assembly
Gerotor Oil Pump · OEM Platform · 25+ parts
Chain-driven gerotor · ISO 16232 cleanliness · Assembly-only review · EXTENDED Mode
4
Major findings at drawing stage
Rev J
Mature revision with gaps
20–40%
Preload variance risk
Assembly ReviewPharmaceutical
GMP Pharmaceutical Filter Assembly
0.34m² Product Filter · SS316L · 15 parts · Design pressure 4 kg/cm²
J-clamp closure · SS316L primary · GMP + Pressure Vessel domain · EXTENDED Mode
4
Critical defects caught
600 kg
Weight discrepancy flagged
100%
Compliance gaps identified
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