Hashtee logo
Hashtee
Back to Industries

Manufacturing

Auto & Auto Parts

Request a demo

Transforming Automotive Manufacturing

The automotive industry demands zero-defect quality at high throughput. Hashtee's AI agents work alongside your production teams to catch every anomaly, track every part, and predict every failure — before it costs you.

Quality at Line Speed

Manual inspection can't keep up with modern production speeds. Our vision and acoustic AI agents inspect 100% of output in real time, catching defects that statistical sampling misses.

  • Surface defect detection on cast and machined parts
  • Dimensional verification against CAD specifications
  • Assembly completeness checks at every station

Sound-Based Diagnostics

Obi listens to your equipment and finished products, detecting bearing wear, misalignment, and assembly issues through acoustic signatures that are invisible to visual inspection.

Real-Time Production Visibility

Binbin tracks work-in-progress across your entire production floor using existing CCTV cameras. Know exactly where every part is, how long it's been there, and where the bottlenecks are.

Customer result

An auto parts manufacturer achieved a 72% reduction in manual inspection time while improving defect detection rate by 3x within the first quarter.

Products Used

  • Obi — Acoustic inspection and predictive maintenance
  • Dodo — Visual defect detection and dimensional analysis
  • Binbin — Camera-based WIP tracking and flow optimization