We are in the middle of the 6th extinction, losing the planet’s biodiversity at an unprecedented rate and scale. In many cases, we do not even have the basic numbers of what species we are losing and how many. New data collection technology, such as GPS, high-definition cameras, UAVs, genotyping, and crowdsourcing, are generating data about the living planet that are orders of magnitude richer than any previously collected. AI can turn these data into high resolution information source about living organisms, enabling scientific inquiry, conservation, and policy decisions. The talk will present a vision and examples of trustworthy AI for biodiversity, discussing opportunities and challenges.