A strategy for advancing the price-performance capabilities of autonomous chemical sensor platforms is outlined. The importance of parallel efforts into the production of robust sensing platforms capable of autonomous monitoring of important environmental targets, while also generating potentially disruptive technologies based on fundamental materials science research is emphasised.