Technicians
A repeatable visual workflow can support faster screening and more consistent documentation.
The system is shaped around grainages and sericulture centres where connectivity, specialist access, time, and equipment can all be limited.

System sequence
One visual language, traced from evidence to action.
A repeatable visual workflow can support faster screening and more consistent documentation.
Earlier, local decisions can reduce avoidable loss and strengthen rural livelihoods.
Structured field imagery and model evaluation create a base for deeper validation.
Low-cost offline hardware makes responsible adoption more practical beyond major laboratories.