How Commonwealth Home Care added $180 more per episode
Commonwealth Home Care used Enzo's AI-assisted ICD coding to capture overlooked secondary comorbidities and raise case-mix weight, all captured on top of existing claims, with no change to field-clinician workflow.
+~$180
added revenue per 30-day episode from diagnosis coding
~$1.5M
annualized revenue opportunity at ~700 episodes / month
~70%
of flagged charts showed reimbursement-improvement opportunity
Revenue was leaking out of the coding
Commonwealth was growing fast, but its diagnosis coding wasn't keeping pace with its clinical work. Case-mix weight, and the reimbursement attached to it, was going uncaptured on episode after episode, all while the agency operated under audit scrutiny.
Depressed case-mix weights. Clinicians and in-house coders were consistently missing critical secondary comorbidities, leaving each episode coded below the acuity actually documented in the chart. The functional and clinical complexity was there; the coding didn't reflect it.
Audit exposure on every chart. Managed-care payers were issuing Additional Documentation Requests (ADRs) faster than the team could keep up. Each ADR pulled billing and clinical staff off other work to assemble and defend records, and much of it traced back to coding that didn't fully, defensibly support the claim. Every vague or unsupported primary diagnosis was another ADR waiting to happen, on top of the scrutiny agencies already face under programs like Targeted Probe and Educate.
An expensive manual workaround. To keep up, the agency leaned on administrative staff and additional assistants working complex spreadsheets: roughly $500,000 a year of manual coding and chart-tracking support that was expensive and still leaking revenue.
AI-assisted ICD coding
Commonwealth moved its diagnosis coding to Enzo's AI-assisted ICD coding engine, backed by certified coding reviewers. Working chart by chart, the engine and reviewers:
1
Scrub the documentation
Surface overlooked secondary comorbidities that drive case-mix weight.
2
Raise case-mix weight
Match documented acuity, turning clinical complexity into accurate, defensible codes.
3
Defend every code
Validate against PDGM eligibility before the chart goes out the door.
PDGM integrity built into every chart
The engine validates codes, not just assigns them. The moment documentation won't support a code, the platform flags the chart and generates a specific, clinician-ready clarification request. From Commonwealth's own charts:
- A chart listing gait disturbance and fall risk as the Focus of Care was held before submission, with a request for the qualifying PDGM-eligible diagnosis.
- A chart citing wound care with no wound noted in the Face-to-Face was flagged, along with a documented heel wound whose etiology the referral never stated.
- A narrative noting facial droop, slurred speech, and right-sided weakness attributed to a CVA was held until physician documentation confirmed it.
In a separate audit of flagged charts, roughly 70% would have contributed to improved reimbursement once the documentation gaps were resolved. And reimbursement was only part of it: faster turnaround also drove efficiency gains in billing and plan-of-care development.
Robby was genuinely impressed — not just with the communication, but with how thoughtful and detailed the blocked case documentation is. It's clear that effort is driving stronger compliance and better reimbursement outcomes.
K. Brooke Martin
COO, Commonwealth Home Care
What the coding unlocked
Driver
Mechanism
Avg. uplift
AI-optimized diagnosis coding
Capturing overlooked secondary comorbidities that raise case-mix weight to match documented acuity
+$180
The macro math
700 episodes a month, times $180, times 12 months: roughly $1.5 million a year in annualized revenue potential, captured purely by coding what the chart already supports. It also displaced the $500,000-a-year spreadsheet-and-staff workaround that used to chase coding accuracy by hand.
Fewer documentation requests. Because every code leaves fully supported by the chart, Commonwealth has seen noticeably less payer pushback: fewer ADRs to chase, and less administrative drag on the billing team.
It has tremendously helped reduce ADR requests from managed care.
K. Brooke Martin
COO, Commonwealth Home Care
Scoping the next chapters, together
Scribe expansion. A full Enzo Scribe rollout: cleaner inputs that feed straight back into coding accuracy.
Intake optimization. Faster admission decisions to increase patient census.
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