Classification Shifts Value From Recording to Interpretation
Autonomous recorders are cheap and largely interchangeable, and the constraint moved years ago to making sense of what they capture. Automated species and event classification made enormous datasets usable, which relocated the commercial value from hardware into analysis and verification. Around 17% of detections still require expert human review before regulatory submission, and that combination of model output plus documented oversight is what a consenting authority will actually accept. Hardware makers without an analysis capability are supplying a commodity into a market where the interesting margin sits somewhere else entirely.
Market Impact: Fastest segment at 25.2% growth








