Governed, bounded tool AI: a translator, not a judge. Surfaces what is happening in an ecosystem, with calibrated uncertainty. It outputs evidence; humans, guardians, and courts decide what to make of it. Models are open and independently audited so no single party owns the definition of “healthy.” The algorithms are co-built by public conservation labs, university bioacoustics groups, and where relevant, informed by Indigenous land-monitoring programs and practices.