The chart QA layer for independent practices.
Cortex Lens reads the chart while you write it. It catches HCC gaps, MEAT-criteria misses, prior-auth risk, and E/M leveling issues — and gives you the exact fix — before sign-off. No new EMR, no migration, no after-hours pajama time.
CKD stage too vague — labs support stage 3b.
Diabetic peripheral neuropathy mentioned, code absent.
Level 4 visit needs one more documented data review.
The EMR is not going away. The waste around it can.
Lens is a thin overlay on top of the chart-entry screens clinicians already use. It does three things, and only three things.
- 01
Reads the chart in context.
Watches the same chart-entry workflow clinicians already use, in PracticeFusion, Athena, eClinicalWorks, or any FHIR-connected EMR. Sees what was documented, what's on the problem list, and what's missing.
- 02
Recommends concrete fixes.
Not vague "documentation gaps." Specific suggestions: "N18.31 needs to be N18.32 — labs show eGFR 38." "MEAT criteria not captured for hypertension — add monitoring plan." Each fix tied to the source data.
- 03
Stays inside the practice.
A read-only overlay that respects the EMR of record. No new login, no migration, no six-month implementation. The PHI never leaves the practice's environment.
Physicians finish seeing patients at 5:30. They don’t close their last chart until 10 or 11. They call it pajama time. Not affectionately.
The thing that keeps a clinician up isn’t usually “did I do the right thing for this patient.” That gets resolved in the room. The question is “did I document the right thing in the right way so that a coder in two weeks, or a payer in three months, doesn’t deny this claim or ding us on a quality metric.”
Read the full essayCortex starts with chart QA and compounds into practice memory.
Every accepted suggestion teaches the workflow where clinical intent, payer requirements, and practice standards diverge. Over time, Cortex becomes the connective tissue between documentation, operations, and patient follow-through — without replacing the EMR underneath.
- Year 1
- Chart QA
- spellchecker for the note
- Year 2
- Owner visibility
- revenue captured, coding lift, adoption
- Year 3
- Coding workflow
- back-office surface around the chart
- Year 4+
- Operating layer
- scheduling, intake, RCM