Building a digital platform for circular battery management

Hi everyone! I’m Enkhtsetseg, founder of MCBI, currently based in Czechia.

I’m developing a pilot platform for battery registration and lifecycle tracking, with organization accounts, unique battery IDs, QR codes, and status history.

I’m exploring how AI could help check data quality and flag missing or inconsistent records, with people reviewing the results.

For those building similar systems: what would you validate first before moving from a prototype to a real-world pilot?

Happy to learn from your experience and exchange ideas!