Digital Health | News, Analysis, Insights - HIT Consultant
XpertDox Raises $20M to Scale Neuro-Symbolic AI Medical Coding Across Thin-Margin Providers
What You Should Know
Neuro-Symbolic Architecture: Moving Beyond General-Purpose Language Models
Founded in 2015 by physician-scientists Sameer Ather, MD, PhD, and Bhupesh Panwar, MD, XpertDox architected XpertCoding specifically to avoid the clinical hallucination and compliance risks associated with general-purpose large language models. Rather than relying solely on generative text prediction, the platform combines neural networks and ensemble machine learning models with
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M&A: Elligint Health Acquires Laguna Health to Embed Conversational AI Across 13 Million Managed Lives
What You Should Know
Ambient Co-Pilots, Full-Population Audits, and Agentic Outreach
Founded in 2020 by Yoni Shtein and Yael Peled Adam with operations in Edison, New Jersey, and Tel Aviv, Laguna Health built its platform specifically around the operational workflows of front-line health plan staff. Rather than offering a generic transcription tool, the company deploys three specialized artificial intelligence engines that govern the entire lifecycle of member engagement.
At the
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Duet Raises $15M to Scale Nurse Practitioner-Owned Clinics and Launch the First NP-Led Medicare ACO
What You Should Know
Practice Enablement: Automating Administrative Overhead for Independent Owners
Duet’s operating model combines back-office administrative infrastructure with predictive clinical software, allowing nurse practitioners to retain full practice ownership while offloading non-clinical burdens. The company’s artificial intelligence tools continuously scan patient rosters to identify individuals who have fallen out of routine care and automate appointment scheduling. Ahead
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Redesigning Pharma Adherence Around Patient Behavioral Signals and AI-Native MCP Rails
AI’s biggest contribution to adherence can be a new model: reading the signals patients leave before they stop, and responding with support built for that moment, but only if pharma decides who it wants to be to that patient.
In 2003, the World Health Organization reported that adherence to long-term therapy in developed countries averages about 50%. Since then, the industry has taken on that number in waves: first as a compliance problem, then as a cost problem, then as an infrastructure
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Sleep.ai Raises $5.3M to Scale Device-Agnostic Sleep Intelligence and Nationally Reimbursed Prevention
What You Should Know
The Normalization Engine: Contactless Sonar Meets 800 Hardware Endpoints
Formerly operating within the consumer-facing SleepScore Labs ecosystem, Sleep.ai has consolidated its intellectual property into an enterprise, business-to-business software-as-a-service intelligence engine designed to eliminate hardware lock-in. The core platform ingests and normalizes raw telemetry across approximately 800 distinct consumer wearables, applying algorithmic calibration to
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How Real-World Data (RWD) Is the Turning Point for Pharma Innovation
The pharma industry is accustomed to operating in a highly regulated and risk-conscious environment. While companies continue to invest in scientific innovation, they have been slower to adopt technology.
Long cycle times and uncertainty around new platforms have made organizations hesitant to disrupt entrenched workflows. That hesitation has led to many leaders falling into a “watch and wait mentality,” missed opportunities to lower costs, shorten timelines and deliver new treatments
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M&A: Oura Acquires Counsel Health for $625M: Scaling Continuous Biometrics into On-Demand Medical Care
What You Should Know
A Blockbuster Cash Deal Fueled by Rapid Financial Growth
The deal, one of the largest pure-play acquisitions in digital health this year, signals an ambitious transformation. ŌURA is no longer content to sell jewelry that monitors slumber; it is assembling a licensed, full-stack clinical delivery network. By integrating Counsel’s team of board-certified physicians and specialized clinical language models directly into its mobile application, the company intends to
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Charta Health Raises $55M to Establish Pre-Claim Ground Truth Across Providers and Payers
What You Should Know
Engineering Meets Medical Coding: The Architectural Core
Charta Health was founded by Chief Executive Officer Justin Liu and Chief Technology Officer Scott Morris, two former engineering leaders from real-time database and analytics company Rockset, which was acquired by OpenAI. Rather than deploying off-the-shelf generative language models that lack regulatory precision, the founders spent a year obtaining Certified Professional Coder credentials and conducting
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Zus Health Secures $33M to Scale AI-Native Health Data Infrastructure Beyond Legacy EHR Silos
What You Should Know
The Three-Layer Architecture: Platform, Network, and Workflow Integration
Founded in 2021 by Jonathan Bush—the healthcare technology pioneer who previously co-founded and led ambulatory cloud EHR giant athenahealth—Zus Health is designed to eliminate the need for digital health builders and healthcare enterprises to construct and maintain bespoke data integration plumbing.
At the center of Zus’s ecosystem is a continuously updated longitudinal record supported
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