Clearly document all your experiments.
Use (unmodified) sensors from companies that are able to scale up. Involve professional sensor producers such to speed up developments.
Don’t base your sensor on one batch of sensors, use different batches of sensors, of multiple sensor producers. Also established sensor producers struggle to get the manufacturing conditions exactly the same with each batch. Consider creating a calibration curve per sensor batch.