Operator Case Note — Revenue Cycle
$1M+ in Aged A/R Recovered From a Revenue Cycle Everyone Assumed Was Fine
Multi-site ambulatory specialty group, roughly $30M net revenue, 60+ clinical FTEs
$1M+
Aged A/R recovered
over four quarters
38%
Reduction in A/R over 120 days
measured against the opening baseline
6 days
Faster charge-to-submission
median lag, before and after
The Situation
The group's monthly financial package showed collections roughly at budget, so revenue cycle was not on anyone's problem list. What the package did not show was the aging curve. A single line labeled 'accounts receivable' hid the fact that a growing share of the balance was over 120 days old, and that the oldest tranche was being quietly written off as uncollectible each quarter.
There was no denial taxonomy. Denials came back into a shared work queue, were worked in the order they arrived, and were closed either when paid or when someone ran out of patience. Nobody could answer the two questions that matter: which payers deny us most, and for what reason.
Two of the four largest commercial contracts had rate schedules that had never been loaded correctly into the practice management system, so underpayments were being posted as full payments. The variance was invisible because nothing compared the allowed amount to the contracted amount.
What the Numbers Showed
Every engagement starts with measurement. These were the findings that changed the priority order.
Aging was reported as a single number
Leadership saw total A/R, not the 0-30 / 31-60 / 61-90 / 91-120 / 120+ distribution. The trend was deteriorating for six quarters without a single conversation about it.
Denials had no owner and no categories
Without reason-code grouping, the team could not distinguish a front-end eligibility failure from a coding failure from a payer policy change. Every denial was treated as a one-off.
Contracted rates were not enforced by the system
Expected-versus-allowed variance was not calculated on any claim, so systematic underpayment on two major contracts had run unchallenged for over a year.
Charge lag was nobody's metric
Median days from date of service to claim submission sat in the double digits at two locations, purely because charge entry was batched around clinic schedules rather than run daily.
What We Changed
Rebuilt the aging report and put it in front of leadership weekly
One page: aging buckets by payer, dollars at risk of timely-filing expiration, and the ten largest open balances with a named owner beside each. The report went to the physician owners, not just the billing manager.
Built a denial taxonomy and worked it by dollar value
Denials were grouped by reason code family and payer, then triaged by recoverable dollars rather than arrival date. The top five categories accounted for the majority of the dollars, which turned an unbounded problem into five fixable ones.
Loaded and audited every contracted fee schedule
Each of the top payer contracts was re-keyed into the system and a monthly expected-versus-allowed variance report was stood up. Two payers were approached with documented underpayment histories and reprocessed the affected claims.
Moved charge entry to a daily close
Charges were closed daily per provider with a visible exception list. No heroics — just a defined cutoff, a named owner, and a report that made misses obvious the next morning.
Ran a timely-filing sweep before anything else
The first two weeks were spent purely on claims approaching filing deadlines. That work alone accounted for a meaningful share of the total recovery and would have been permanently lost within 90 days.
The Outcome
Over four quarters the group recovered more than $1M in balances that had been sitting in aged buckets or posted as fully paid when they were not. Roughly a third of that came from the fee schedule variance work, which required no new staff and no new software — only a correct rate table and a report that compared the two numbers.
A/R over 120 days fell by 38% against the opening baseline and stayed down, because the weekly aging review and daily charge close remained in place after the project ended.
The more durable change was cultural. Revenue cycle stopped being a back-office function that reported a single number and became a weekly operating conversation with named owners.
The lesson
Collections at budget is not evidence that revenue cycle is healthy. Budget is a forecast someone made; the aging curve and the expected-versus-allowed variance are facts. Until a practice measures both, it does not know what it is leaving behind.
These are operator case notes from our founder's prior executive and operating roles in ambulatory healthcare, described without identifying details. They are shared as evidence of method, not as Edison Breakwater client engagement results.