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    Notes from the Field

    Thoughts and lessons from the people building Camber

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    August 5, 2026Joel MillerHead of Policy

    Guidance alone will not fix ABA's patchwork of accountability

    My two cents on the ABA toolkit: It is what it claims to be: guidance. And while I welcome the flexibility it gives states, I do think it’s a missed opportunity for federal mandates that states could implement at scale today. If you’ve been paying attention to federal and state action, what’s listed around documentation, licensure, and UM won’t come as a surprise. We’ve seen firsthand how leavin...
    Policy
    August 4, 2026Christophe RimannCo-founder & CEO

    CMS's autism toolkit gives states a roadmap, but stops short of stronger standards

    CMS released its long-awaited autism toolkit for states today, consolidating guidance on medical necessity, credentialing, utilization management, fraud detection, and other areas for Medicaid and CHIP programs. The first thing that stood out to me: none of this is groundbreaking. States have been moving in this direction for the last few years, and many that took early action are already doing m...
    Policy
    July 23, 2026Christophe RimannCo-founder & CEO

    Observations from building healthcare automation: AI agents are the builder, not the operator

    Of late, I've been spending a fair amount of time evaluating different agents, and it's changed how I think about the role of AI agents in healthcare. The obvious use case (and I think where most of healthcare is focused) is to give agents a task and let them go do the work themselves (eg. Cowork). But, at least in healthcare, I believe the biggest value often comes from using agents to build the...
    AIProduct Strategy