Robot simulation twin — Pharmaceutical

The challenge

Data existed but lived in spreadsheets and legacy systems, so decisions were made on instinct rather than evidence.

What we built

We owned the whole stack — hardware, firmware, models and dashboards — using Isaac Sim, Gazebo, ROS 2 so there was one accountable team.

Delivery timeline

1. Phase 1

   Discovery sprint and site survey

2. Phase 2

   Prototype built and tested in the Motera lab

3. Phase 3

   Pilot on site with before/after measurement

4. Phase 4

   Scale-out, training and handover

Highlights

• Before-and-after measurements agreed with the client up front
• Safety case reviewed with the client's EHS team
• Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
• Operator training delivered in Gujarati, Hindi and English