More demand is useful only when the practice can convert it into appropriate, completed, continuous care.
Build one review for access, schedules, continuing care, referrals, and associate capacity. Every rate shows its denominator, every capacity claim keeps its limiting resource, and every expansion keeps a condition that means pause or redesign.
Know the question, gather the records, and choose how deep to go.
You are deciding whether patients can receive timely, continuous care with the people, rooms, time, payer readiness, and mentorship the practice actually has.
First useful review
25–40 minutes for one defined period
What you receive
Visible access denominators, sustainable schedule gaps, recall and referral reconciliation, supported associate hours, and open safety checks
1
Gather these first
Aggregate inquiry, appointment-offer, scheduling, arrival, and continued-care counts
Scheduled, completed, cancelled, refilled, overtime, doctor, and hygiene hours
Written active-patient and due-cohort definitions with aggregate recall counts
Aggregate referral roll-forward and associate demand, room, assistant, payer, and mentorship capacity
2
Guided review
Start here if you are learning the decision or do not have every record yet.
Define the period and each patient-access stage
Reconcile sustainable hours with scheduled and completed care
Read the smallest real constraint before adding hours or people
3
Detailed review
Use this after the first result, or with advisers and stronger records.
Rebuild active-patient and continuing-care denominators
Reconcile referral outcomes and open work
Test associate support, mentorship load, payer timing, guarantee exposure, and documentation
Your output order
Read and print the plain-language result on this page.
Download the Excel decision workbook when one is available.
Save a DenQAI project file if you want to reopen your inputs.
Use raw CSV only for advanced data work.
Local capacity control file · Model v1.0.0
Grow access only as fast as the care system can keep its promises.
This workbench joins access, schedule, continuing care, referrals, and associate readiness without converting clinical judgment into a production target. It identifies definitions, capacity limits, arithmetic contradictions, missing documents, and responsible owners.
Aggregate-only boundary
No patient list, contact data, chart, recording, employee file, payer contract, or named referral source belongs here.
Use coded labels, broad periods, counts, hours, and short record locators. Nothing is uploaded or saved by DenQAI. Inputs remain in the active browser tab until you export a local file you control.
Local export available
No common direct-identifier pattern detected. Pattern screening cannot certify confidentiality, de-identification, permission, or security.
01 · Patient-centered growth mandate
State what growth is not allowed to damage.
More calls, fuller books, higher reappointment, and associate production can all look favorable while access, care, staffing, trust, or cash deteriorate. Hard rules come before rates.
Decision Summary · 02 · Patient-access path
Do not call every missing patient a marketing problem.
Track each stage separately and show which starting count each percentage uses. Appropriate redirection can protect patients; a high booking rate can hide poor fit; a high new-patient count can hide weak retention.
Denominator rule: define inquiry, qualification, offer, scheduled, arrived, and retained before comparing periods or people. Rates diagnose a process; they are not individual employee quotas.
Write the funnel definitions before reading the rates.
Use one period basis, source trail, exclusion rule, and owner for every stage.
A booked schedule and an “active patient” count are not capacity.
Reconcile sustainable clinical hours to scheduled and completed care, then rebuild the continuing-care population from completed visits, due cohorts, aging, and arrived reactivations.
Schedule hours in the full period
Continuing-care denominators
Schedule over capacity0 hours
87.4% completed utilization
Unrecovered schedule exposure59 hours
56.3% of cancelled hours refilled
Active-patient difference1,160
PMS-reported less reproducible completed-visit census
Overdue continuing care890
81% of due cohort completed
Preappointment82.2%
Eligible completed visits are the denominator
Count arrived care and aged cohorts—not outreach volume.
Do not place a contact list or patient-level recall queue in this public tool.
A referral is not complete when the form leaves the office.
Reconcile opening work, new placements, completed care, other documented closure, and ending open referrals. Use governed clinical systems for patient-level work.
Use coded referral classes in aggregate review.
Names, diagnoses, clinical notes, and outside-practice details remain in authorized systems.
Prove the practice has work and support before recruiting a person to absorb the uncertainty.
Supported hours equal the smallest of planned, demand-backed, assistant-supported, room-supported, and payer-effective hours. Mentorship remains a separate owner-capacity commitment.
Weekly capacity
Guarantee and cash timing
Employment boundary: this is not a compensation opinion, worker-classification conclusion, contract, credentialing approval, or hiring decision. Use numerical contract examples and qualified employment, tax, payer, and clinical review.
Turn “great opportunity” and “great mentorship” into records, hours, terms, and dates.
The readiness file separates demand, support, payer readiness, compensation definitions, autonomy, and onboarding dependencies.
06 · Eight safety checks that cannot be averaged away
No conversion rate or production number can resolve a patient, staffing, recall, associate, referral, or evidence problem.
A safety check is supported only when you identify the document or report behind the answer, record its limits, and name the person responsible for reviewing it.
01 · Clinical independenceSupported with limits02 · Denominators and attributionSupported with limits03 · Patient access and communicationSupported with limits04 · Sustainable schedule capacitySupported with limits05 · Recall integritySupported with limits06 · Associate readinessSupported with limits07 · Referral continuitySupported with limits08 · Growth-spend readinessSupported with limits
No safety check is unresolved under the current entries. This is not clinical approval, employment approval, legal compliance, marketing approval, or a recommendation to expand.
07 · Save or share your review
Start with the printable review.
Print or save a PDF for a readable discussion. Save the DenQAI project file only if you want to reopen these exact inputs here. The tool does not create a patient queue, send outreach, schedule care, hire an associate, close a referral, or retain a file.
Advanced data exports
These CSV files are raw row-and-column data for advisers or analysts. They are not the recommended reading format.
Fictional aggregate example loaded. Replace every definition, period, count, hour, record, and reviewer.
Downloads are disabled when common private-data patterns are detected. A technically safe file does not establish permission to share its contents.
Connected owner systems
Capacity is not separate from cash, team, or market evidence.