Hyfe
AI NativeTransforming carbon we waste into the carbon we need.
Published Oct 6, 2026
| Starting Price | Consumer subscription pricing (monthly or annual); B2B pricing available by quote | Quote-based; device/service oriented | Enterprise quote-based |
| Appropriate for | Continuous cough frequency endpoints and consumer cough tracking with a focus on automated event timestamps | Studies that require raw audio capture and workflows for manual verification and audit | Trials requiring multi-sensor endpoints (activity, sleep, vitals) with cough as one signal via a partner algorithm |
| Primary strengths | Automated continuous cough counts; published validation evidence; on-device processing with limited audio retention claims | Established presence in cough recording and human annotation workflows; suitable for audio-based audit | Platform maturity for multi-sensor data and established enterprise operational features |
| Primary limitations | Not cleared by the U.S. regulatory body for cough counting; enterprise pricing is opaque; consumer product strategy shifts create continuity concerns | Operational burden of raw audio review and manual annotation; potential regulatory differences in labeling/clearance | Cough capability depends on partner algorithms; platform-level complexity and cost for full deployments |
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