Technology / BI & dashboard reporting

The numbers that tell you if the revenue cycle is working.

Operational activity only matters if it shows up in the metrics that finance and operations teams already track: days in AR, clean claim rate, denial rate, and collections realization.

We build KPI dashboards and custom reporting around the measures each client uses to run their business, delivered on a cadence that fits their review cycle.

Sample dashboard

Illustrative KPI view / structure mirrors live client reporting

Days in AR

Trailing 6 months / lower is better

Clean claim rate

96.3%

Trailing 6 months / higher is better

Denial rate by reason code

12.7%

Current period / share of denied claims

Collections vs. expected

97.1%

$000s / current month realization

Illustrative figures / actual client dashboards are built around each practice's own data and cadence

What it covers

Days in AR tracked over time, so trend direction is visible before it becomes a cash flow problem.

Clean claim rate reported at the payer and specialty level, isolating where first-pass submissions break down.

Denial rate broken out by reason code, so the root cause, not just the volume, drives the fix.

Collections tracked against expected reimbursement, surfacing underpayment and realization gaps by month.

Custom client reporting built around the KPIs each practice already reviews, not a fixed template.

Dashboards delivered on the cadence a client’s finance and operations teams actually use for review.

Why it matters

A metric you cannot see is a decision you cannot make on time.

Denial rate, clean claim rate, and days in AR are lagging indicators of process health across the entire revenue cycle: coding accuracy, eligibility verification, charge capture, and follow-up discipline all show up in these numbers eventually. Reporting them clearly and on a reliable cadence turns revenue cycle performance from something clients hear about at month-end into something they can manage in real time.

Explore further

See how automation keeps these numbers moving in the right direction.

View claims & eligibility check