Real Results, Real Engineers

Challenge

A top-5 global EV manufacturer needed to improve traction inverter efficiency for their 800V platform to extend range by 8% while meeting ASPICE Level 2 and functional safety requirements.

Key Outcomes

• Traction inverter peak efficiency: 99.0% (up from 96.2%)
• Driving range extended by 8.3% on WLTP cycle
• Thermal management cost reduced by 22%

Challenge

An AI inference accelerator startup needed to feed a custom NPU with 1TB/s+ memory bandwidth at reasonable power budget. DDR5 and LPDDR5 could not meet the bandwidth-per-watt target for their thermal-constrained edge server form factor.

Key Outcomes

• 1.2TB/s memory bandwidth achieved at 1.1TB/s/W
• Inference throughput: 3.8× improvement over DDR5 baseline
• Edge server thermal budget met with passive cooling

Challenge

A factory automation OEM wanted to add vibration-based predictive maintenance to their motor-driven conveyor lines without replacing existing 400V motor infrastructure — requiring isolated sensing from a hostile electrical environment.

Key Outcomes

• Bearing fault detected 6 weeks in advance
• Unplanned downtime reduced by 73%
• Node battery life: 4 years (energy harvesting supplement)