Insights from the team behind Stream.
On AI scribes, clinical documentation, problem-oriented charting, and building tools that work the way clinicians think.
Revenue & Coding
A 3-part series. Best read in order.
The Undercoding Tax: What Invisible Complexity Costs an Independent Practice
Most independent practices bill below the level of care they actually deliver — not out of laziness, but because the note can't defend the visit. The undercoding tax is invisible, self-imposed, and large. Here's where it comes from and how documentation structure changes it.
Your Denials Start in the Note
A denied claim feels like a billing-office problem — something that happens downstream, weeks after the visit. But most documentation-driven denials are decided at the moment of documentation, not the moment of submission. Here's why, and what changes when the note is built to support the claim.
Risk Adjustment Is a Documentation-Structure Problem
Under Medicare Advantage and value-based contracts, a patient's risk score has to be rebuilt from documentation every single year. Conditions that aren't re-documented simply vanish — even though the patient still has them. That annual recapture problem is a persistence problem, and persistence is exactly what a time-organized note is worst at.
The Work Before the Work
A 5-part series. Best read in order.
Your Clinical Note Is the Best Task Manager You're Not Using
Closing the loop on labs, referrals, and follow-ups is a quiet patient-safety problem. Why the note itself makes a better task manager than your EHR's to-do list — and where documentation tools are headed.
I Don't Read Charts. I Hunt Through Them.
Chart review is a re-orientation problem, not a reading problem. Why scatter — not overload — eats the clinical day, and what a normalized review surface would change.
Medicine Doesn't Scale Because It Lives in Our Heads
Every good physician builds a private operating system — and it's completely non-transferable. Why care delivery doesn't scale, and what externalizing the work of care actually means.
Normalization Is What Makes Personalization Possible
Consistency versus autonomy is a false tradeoff — it's a layer error. Customize the projection, never the artifact. Why structured data is the precondition for a chart that adapts to every reader.
The Work Before the Work
The enormous, unmeasured labor that stands between a physician and the practice of medicine. On articulation work, extraneous load, moral injury, and why removing friction is different from resilience training.
Chart Prep Shouldn't Take Your Staff an Hour Per Patient
Before every visit, someone reconstructs the patient's story from scratch — what's active, what happened last time, what's overdue. It's invisible labor, it's redone from zero every single visit, and it's pure reconstruction toil. Here's why it takes so long and what it should be instead.
Where Referrals Go to Die
A referral is a handoff, and handoffs are where continuity of care quietly breaks. The letter, the fax, the follow-through, the note that comes back — or doesn't — and nobody tracking any of it. Here's why referrals vanish, and what it takes to make them something you can actually see.
Risk Adjustment Is a Documentation-Structure Problem
Under Medicare Advantage and value-based contracts, a patient's risk score has to be rebuilt from documentation every single year. Conditions that aren't re-documented simply vanish — even though the patient still has them. That annual recapture problem is a persistence problem, and persistence is exactly what a time-organized note is worst at.
The Undercoding Tax: What Invisible Complexity Costs an Independent Practice
Most independent practices bill below the level of care they actually deliver — not out of laziness, but because the note can't defend the visit. The undercoding tax is invisible, self-imposed, and large. Here's where it comes from and how documentation structure changes it.
Your Denials Start in the Note
A denied claim feels like a billing-office problem — something that happens downstream, weeks after the visit. But most documentation-driven denials are decided at the moment of documentation, not the moment of submission. Here's why, and what changes when the note is built to support the claim.
The Work Before the Work
The enormous, unmeasured labor that stands between a physician and the practice of medicine. On articulation work, extraneous load, moral injury, and why removing friction is different from resilience training.
Normalization Is What Makes Personalization Possible
Consistency versus autonomy is a false tradeoff — it's a layer error. Customize the projection, never the artifact. Why structured data is the precondition for a chart that adapts to every reader.
Medicine Doesn't Scale Because It Lives in Our Heads
Every good physician builds a private operating system — and it's completely non-transferable. Why care delivery doesn't scale, and what externalizing the work of care actually means.
I Don't Read Charts. I Hunt Through Them.
Chart review is a re-orientation problem, not a reading problem. Why scatter — not overload — eats the clinical day, and what a normalized review surface would change.
Your Clinical Note Is the Best Task Manager You're Not Using
Closing the loop on labs, referrals, and follow-ups is a quiet patient-safety problem. Why the note itself makes a better task manager than your EHR's to-do list — and where documentation tools are headed.
The Reading Should Come to You
A primary care physician would need about 29 hours a day just to keep up with the literature. Journal Club in Stream reads the conditions you actually saw each week and brings a short, relevant reading list to you.
The Bridge, Not the Destination
Why the patient-organized chart is hard to ship today — EHR integration limits, FHIR, and double validation — and the pragmatic bridge clinicians can build right now.