Development Roadmap

A phased, transparent journey from concept research to live pilot deployment.

01Active

Phase 1: AI & Local Dataset

Stage 1

Collecting & labeling 50,000+ local packaging samples, training custom edge neural models.

75% allocation
02Upcoming

Phase 2: Hardware & Cloud Integration

Stage 2

Sensor integration, edge TPU box, and cloud IoT telemetry dashboard.

15% allocation
03Upcoming

Phase 3: MRF Accuracy Testing

Stage 3

Controlled batch testing and real-world MRF trial runs in Kathmandu/Lalitpur.

10% allocation