Value-based care (VBC) is a fundamental shift from volume-based, fee-for-service models to outcome-driven healthcare delivery. It characteristically requires providers to be far more dynamic about patient care, assessing risk and working collaboratively with other providers for individual patient-centered goals. However, at its full extent, this ask of providers is likely beyond what the average health organization technology stack can facilitate.
VBC providers must manage risk, improve
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Archives for 2026
Hepatitis B Reform Should Start with Maternal Care
The Advisory Committee on Immunization Practices’ decision to move away from recommending the universal hepatitis B at birth is being framed as a scheduling change, but it exposes a deeper problem: for more than 30 years, the United States relied on vaccinating millions of low-risk infants instead of building system that identified and cared for the small number of women who along with their babies were truly were at risk. This was performative compassion—a universal policy that looked equitable
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The Hidden Dangers of AI in Care: ECRI Ranks the Top 10 Health Tech Hazards for 2026
What You Should Know
The Core News: ECRI has named the misuse of AI chatbots (LLMs) as the #1 health technology hazard for 2026, citing their tendency to provide confident but factually incorrect medical advice.The Broader Risk: Beyond AI, the report highlights systemic fragility, including "digital darkness" events (outages) and the proliferation of falsified medical products entering the supply chain.The Takeaway: While AI offers promise, ECRI warns that without rigorous oversight and
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Analysis: Amazon One Medical’s Health AI Assistant—Agentic Care or Algorithmic Gatekeeping?
What You Should Know
- Amazon One Medical has launched Health AI, an agentic assistant integrated into the One Medical app that provides 24/7 personalized health guidance grounded in a member's unique medical history.
- The tool goes beyond generic search by explaining lab results, managing medications, and booking appointments, while utilizing clinical guardrails to seamlessly connect members to human providers when medical expertise is required.
The Technical Stack: Agentic AI
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Why Social Capital is the Missing Lever for 2026 Healthcare Efficiency
My grim (and not-so-bold) prediction for the year ahead: Cost challenges will dominate leadership meetings throughout the year. My recommendation: Don’t let cost reduction be the only response. Instead, consider how building social capital can help organizations improve efficiency while also improving quality.
The financial pressures on organizations throughout healthcare are already intense, and only likely to worsen. Many providers and payers are running financial
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4DMedical Secures $100M+ to Scale U.S. Respiratory Imaging Rollout
What You Should Know:
- 4DMedical, the leader in software-based respiratory imaging technology, today announced US$100+ million (AU$150 million) in new institutional placement.
- The investment will primarily be leveraged to accelerate U.S. adoption of its class-leading "CT:VQ™" product and significantly boost research and development—bolstering 4D's technology lead in software-based lung imaging. Backed by new institutional funding, 4DMedical is advancing its respiratory imaging
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AnswersNow Secures $40M to Disrupt Broken Autism Support Systems
What You Should Know:
- AnswersNow, the leader in virtual Applied Behavioral Analysis (ABA) therapy, today announced that it has raised $40 million in Series B funding led by HealthQuest Capital, with participation from existing investors Left Lane Capital, Owl Ventures, and others.
- AnswersNow delivers clinically proven outcomes in one-sixth the hours of traditional therapy, creating substantial cost savings for payors while delivering superior results for families.
AnswersNow Scales
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Zarminali Pediatrics Secures $110M to Solve America’s Child Health Crisis
What You Should Know:
- Zarminali Pediatrics, the first outpatient pediatric destination purpose-built to provide integrated primary and specialty care nationwide, today announced a $110M Series A funding round.
- Healthier Capital led the round, along with participation from existing investor General Catalyst, and new investor K2 HealthVentures.
Zarminali Pediatrics Accelerates Nationwide Expansion to Redefine Family-Centered Pediatric Care
Zarminali Pediatrics is building the
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Beyond the Hype: New KLAS Data Validates the Financial and Clinical ROI of Ambient AI
What You Should Know
The News: A new report by KLAS Research validates the performance of Suki, an AI clinical intelligence platform, across three major health systems: FMOL Health, McLeod Health, and Rush University System for Health.The Numbers: The systems reported significant ROI, including a 26.8% reduction in documentation time and monthly revenue gains exceeding $1,000 per provider due to improved coding and volume.The Takeaway: Ambient AI has graduated from "experimental pilot" to
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Consolidating Clinical Intelligence: Rapid Care Acquires DeepDoc to Scale AI Summarization
What You Should Know
The Deal: Rapid Care has acquired DeepDoc, a generative AI platform specializing in summarizing complex medical records with over 99% accuracy. Financial details of the acquisition were not disclosed. The Problem Solved: The technology addresses the "unstructured data" crisis in healthcare by automating the review of massive patient files for insurance claims, legal cases, and utilization reviews.Acquisition Impact: This is Rapid Care’s third major acquisition in three
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