Limbix (by BigHealth)
Evidence-based digital therapeutics for adolescent mental health and behavioral activation.
AI-Powered Clinical Documentation and Ambient Medical Scribing for Modern Healthcare.
KDoc represents the 2026 frontier of Intelligent Document Processing (IDP) specifically engineered for the clinical environment. Architecturally, it utilizes a proprietary LLM fine-tuned on diverse medical datasets to perform ambient listening and real-time transcription. The system is designed to distinguish between clinician and patient voices through advanced speaker diarization, automatically filtering non-clinical 'small talk' to generate structured SOAP notes, discharge summaries, and referral letters. Positioned as a mission-critical utility for reducing clinician burnout, KDoc leverages a zero-retention data policy to ensure privacy while maintaining high-speed inference. Its 2026 market position is defined by its deep interoperability with legacy EHR systems through FHIR (Fast Healthcare Interoperability Resources) and HL7 standards, effectively bridging the gap between natural human conversation and structured data entry. By automating the administrative burden, KDoc enables healthcare providers to reclaim up to 2-3 hours of their workday, shifting the focus from the computer screen back to the patient.
Uses multi-channel audio analysis to distinguish between up to 4 distinct speakers in a clinical setting.
Evidence-based digital therapeutics for adolescent mental health and behavioral activation.
Predictive clinical and operational intelligence to fight death and waste in healthcare.
Predictive medical data and clinical insights for streamlined enterprise underwriting.
The professional medical network for clinicians, providing HIPAA-compliant AI and telehealth solutions.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Automatically maps transcribed text to specific EHR fields using NLP entity extraction.
Supports real-time transcription and translation for over 40 languages during patient visits.
Suggests billing codes based on the clinical evidence captured in the audio.
Anticipates the History of Present Illness flow based on initial patient complaints.
Encrypted transient processing where no audio data is stored post-transcription.
Allows recording encounters in areas with no connectivity, syncing later.
Doctors spending 4+ hours on paperwork after clinical hours.
Registry Updated:2/7/2026
Difficulty managing documentation while managing on-screen video interfaces.
Complexity of documenting physical examination findings quickly.