Practice flow · Staffing · Scheduling · Access

Build the office around actual work—not a generic staffing ratio.

Enter the people present, rooms that are truly usable, appointment work, service-specific booking pressure, and the day you want to test. DenQAI identifies likely capacity constraints, compares operating patterns, and outlines training needs and a proposed daily block template. It shows when entered capacity may support a limited, reversible demand test; it does not issue a marketing plan or hide patient access, safety, and team sustainability inside one score.

This is an aggregate planning check. It does not place patient appointments, resolve every simultaneous room and staff conflict, or connect to a practice-management schedule.

Aggregate local planning tool · Model v1.5.0

Build the office around actual work, people, rooms, and patient access.

Quick mode provides a screening view. Advanced mode exposes the appointment-time and access assumptions that control the result. Neither mode creates a staffing ratio, production quota, patient schedule, or state-scope conclusion.

Fictional example

Results use the entered assumptions. Evidence and safety checks still require review.

Model v1.5.0

Current result: Doctor active time is the highest modeled load at 144% of entered capacity. Treat it as a question to verify, not proof that a person or room is underperforming.

No input edits yet. Unchanged example values remain fictional assumptions. No changes since the last download or opening state.

Assumptions, evidence still needed, and local saving

Complete, permitted Practice Flow inputs also autosave when this tab’s session storage is available. Check the tab recovery status below. Incomplete inputs and these review notes do not autosave. Closing the tab or clearing browser data can erase that copy. Download a case file to preserve the complete review or an incomplete draft. Browser exit warnings are a backup and may not appear on every device.

Planning case — assumptions and evidence require review. Includes fictional example assumptions. Formula v1.5.0.

Checking tab recovery…

Blank means unknown. Enter 0 only for a known zero or an item that does not apply and has no cost or use. Example values and modeled estimates are assumptions until supported by your records.

Aggregate-only boundary

No patient, employee, contract, portal, image, clinical note, or identifiable appointment data belongs here.

Use a coded scenario label, role counts, hours, room counts, appointment categories, and service-level access measures. Complete scenarios can autosave in this tab on this device and are never sent to DenQAI. Check tab recovery status above: browser settings or storage limits can prevent saving or clearing an older copy. Use Save DenQAI project file above to preserve inputs and review notes before leaving.

Aggregate project file availableNo common direct-identifier pattern detected.

01 · Define the practice

Start with the operating context and the outcome you want.

The same room and staffing count can support very different models. This choice sets the question; it does not predetermine the recommendation.

06 · Decision Summary

Change the constraint—not the metric that happens to be easiest to see.

Doctor active time is the highest modeled load at 144% of entered capacity. Treat it as a question to verify, not proof that a person or room is underperforming.

Doctor active time144%

2,148 / 1,486.9 minutes / week

Hands-on treatment, examinations, checks, and other entered doctor-active segments.
Assistant task pool72%

5,378 / 7,434.2 minutes / week

Chairside, imaging, turnover, and active reprocessing minutes share one assistant pool and are counted once.
Hygienist active time105%

3,120 / 2,973.7 minutes / week

Entered hygienist-active minutes compared with the hygienist time actually present.
Usable room time73%

8,628 / 11,827.2 chair-minutes / week

Patient room occupancy plus the separately entered turnover time consume room capacity. Only equipped, available, clinically usable rooms create capacity.
Imaging station time32%

544 / 1,689.6 minutes / week

Shared acquisition time compared with the entered imaging-station availability.
Protected reprocessing work68%

976 / 1,440 active minutes / week

Hands-on transport, cleaning, inspection, packaging, monitoring, release, and storage time—not sterilizer cycle time alone.
Common instrument-set turns21%

122 / 576 set turns / week

A quick aggregate screen using entered common sets and cycle time; advanced review should separate sets by procedure.
Front-office flow22%

744 / 3,379.2 minutes / week

A transparent quick estimate of five minutes per scheduled visit plus six minutes per inquiry; replace with observed work in advanced review.

Three operating scenarios

Compare best fit, lower complexity, and higher capacity.

moderate input completeness

Protect doctor active-time windows

Keep the entered clinical time and spread doctor-intensive events before adding another room or column.

People
1 dentist(s), 2 hygienist(s), 5 assistant(s), and 2 front-office team member(s) on the typical shift.
Rooms
7 usable room(s) from 7 plumbed and 7 equipped.
First change
Separate crown preparation, hygiene checks, urgent exams, and other doctor events into protected windows.
Expected effect
Fewer simultaneous doctor requests and less patient waiting between delegated or room-occupancy phases.
Possible unintended effect
A fuller-looking schedule can still fail if variability and handoffs are ignored.
What must be true
Confirm active minutes and overrun ranges from a representative schedule audit.
moderate input completeness

Lower-complexity alternative

Keep the current headcount and activate only the rooms the smallest support resource can carry.

People
Clarify primary roles, cross-train one critical backup, and use time-limited float coverage rather than creating another permanent column.
Rooms
Use no more than 7 rooms until representative weeks support more.
First change
Remove one recurring task collision and protect reprocessing, urgent access, breaks, and closing time.
Expected effect
Lower fixed complexity and a clearer baseline for deciding whether hiring or equipment is actually needed.
Possible unintended effect
Each absence or outage has a larger effect; backup coverage must be explicit.
What must be true
Run one team-absence and one equipment-outage tabletop test.
limited input completeness

Higher-capacity alternative

Add targeted support or equip an existing plumbed room only after the current binding constraint and demand are documented.

People
Keep staffing matched to the newly activated work rather than the room count alone.
Rooms
No unused plumbed-room capacity is entered; facility expansion is a later-stage option.
First change
Set a trigger using service-specific lead time, the recent completed-hours planning proxy, backlog, staffing, and doctor active-time evidence; verify capacity across the measured periods.
Expected effect
Capacity can rise without assuming that room count alone creates completed care.
Possible unintended effect
Capital or hiring can move the bottleneck without improving access or team sustainability.
What must be true
Document sustained demand, patient continuity, cash support, state scope, training, instruments, and downtime resilience.

Reference workflow patterns

Test the pattern against this office.

Model A · Supported by entered conditions

Dedicated imaging/intake plus chairside assistants

The entered mix creates about 9.07 imaging task-hours per week.

Map time-of-day imaging peaks, chairside coverage, breaks, handoffs, turnover, and verified state qualifications.
Model B · Supported by entered conditions

Central sterilization and turnover support

Reprocessing is not the highest modeled load, but clear ownership may still reduce chairside interruptions.

Assign trained primary and backup personnel, contaminated transport, monitoring, release, protected storage, and downtime response.
Model C · Supported by entered conditions

Traditional one-room hygiene

The pattern preserves one active patient flow per hygienist and keeps doctor exams, turnover, and reprocessing visible.

Match appointment length to documented patient need and preserve realistic doctor-exam windows.
Model D · Not supported yet

Supported or two-room hygiene

Doctor active time cannot support the entered treatment and hygiene examinations; more hygiene rooms do not create exam capacity.

Map active clinical time, delegated support, waiting, handoffs, doctor exams, instrument turns, and state rules—never assume simultaneous treatment.
Model E · Test carefully

Lean or hybrid office

A lower-complexity pattern can reduce fixed operating complexity but increases dependence on each person and each piece of equipment.

Name backup coverage, absence rules, equipment-downtime response, and the maximum safe schedule under reduced staffing.

Service-specific access and demand testing

Test demand only where capacity and continuity exist.

Rebalance capacity first

New-patient exams

0.7×access pressure71%future fill0 hrservice opening upper bound / 4 wk

New-patient capacity appears open, but hygiene continuity is beyond its entered access target. Doctor active time: at least 95% of buffered capacity is already committed. The preferred daily mix exceeds buffered doctor time. Redesign the mix before testing additional demand.

Resolve the listed resource or input limits, protect existing patients, and check actual appointment overlaps before reconsidering additional demand.
Rebalance capacity first

Continuing-care hygiene

2.3×access pressure96%future fill0 hrservice opening upper bound / 4 wk

Access, the recent completed-hours planning proxy, or backlog indicates that added demand could deepen a current service constraint. Confirm comparable capacity across the past and future periods. Doctor active time: at least 95% of buffered capacity is already committed. Hygienist active time: at least 95% of buffered capacity is already committed. The preferred daily mix exceeds buffered doctor time. Redesign the mix before testing additional demand.

Resolve the listed resource or input limits, protect existing patients, and check actual appointment overlaps before reconsidering additional demand.
Rebalance capacity first

Restorative treatment

0.6×access pressure73%future fill0 hrservice opening upper bound / 4 wk

Apparent service openings do not establish deliverable capacity. Doctor active time: at least 95% of buffered capacity is already committed. The preferred daily mix exceeds buffered doctor time. Redesign the mix before testing additional demand.

Resolve the listed resource or input limits, protect existing patients, and check actual appointment overlaps before reconsidering additional demand.
Fix intake or schedule first

Urgent care

1×access pressure56%future fill0 hrservice opening upper bound / 4 wk

The entered funnel, cancellation loss, near-term fill, or existing obligations can explain the apparent opening without a demand shortage. Doctor active time: at least 95% of buffered capacity is already committed. The preferred daily mix exceeds buffered doctor time. Redesign the mix before testing additional demand.

Resolve the listed resource or input limits, protect existing patients, and check actual appointment overlaps before reconsidering additional demand.

Daily template test

Distribute active doctor events and preserve recovery.

485 / 371.7 mindoctor demand including hygiene and urgent slots / availability after unavailable time and buffer
Start of day

2 crown-preparation / complex-care target

Stagger high-variability starts and reserve the required room, assistant, instrument set, and doctor-active segments.

Convert an unused block only under the written service and urgency rules.
Mid-morning

1 protected urgent slot(s) and check window

Keep urgent access and hygiene examinations out of the highest doctor-collision periods.

Urgency and patient need—not production—control use.
Early afternoon

4 restorative and 2 crown-delivery target(s)

Place shorter or more predictable visits beside explicit doctor-active segments and adequate turnover.

Do not assume a crown delivery is short for every patient or case.
Late day

1 urgent slot(s), buffer, and recovery

Protect closing time, unfinished documentation, lab and referral handoffs, reprocessing release, and unavoidable variability.

Do not consume the buffer as routine bookable capacity.
  • The preferred daily mix exceeds the entered buffered doctor active minutes before urgent variation and overruns.

Role, backup, and competency plan

Every essential task needs an owner and a safe handoff.

TaskPrimaryBackupCompetencyScopeHandoff
Clinical intake and imagingQualified assigned assistantSecond qualified team memberIntake handoff, equipment readiness, acquisition, quality escalation, and cleaningVerify state ruleImages and unresolved quality or clinical questions move to the licensed clinician under office policy.
Chairside setup and supportAssigned chairside assistantCross-trained float or paired assistantProcedure setup, materials, instruments, chairside support, documentation boundaries, and resetVerify state ruleStop and escalate when the planned phase, patient need, equipment, or supervision differs.
Instrument reprocessing and protected storageTrained reprocessing ownerDocumented trained backupTransport, PPE, cleaning, inspection, packaging, sterilization, monitoring, release, storage, and failure responseOffice policyA failed monitor, compromised package, equipment outage, or incomplete record stops release under the reviewed protocol.
Hygiene flow and doctor-exam coordinationAssigned dental hygienistClinical lead for access and continuity decisionsPatient-specific appointment flow, doctor-check request, turnover, reprocessing handoff, and follow-up boundariesClinical license requiredClinical assessment, diagnosis, and treatment decisions remain with the appropriately licensed clinician.
Scheduling, urgent access, and cancellation refillScheduling/front-office leadOffice manager or documented cross-trained backupAppointment-type matching, access targets, protected urgent slots, refill list, and clinical-question escalationOffice policyClinical urgency and treatment-sequence questions go to a licensed clinical decision-maker.
Service-specific demand-test reviewOwner dentist and operations leadIndependent reviewer as neededCapacity, inquiry, scheduling, arrival, continuity, cost, stop date, and patient-fit reviewOffice policyStop or narrow the test when access, continuity, team load, or clinical boundaries worsen.
Days 1–7

Safety, privacy, emergency, infection-prevention, and state-scope orientation

Current policies, source links, role boundaries, exposure process, and a list of duties requiring state verification.

Days 8–14

Standard room, imaging, material, instrument, and handoff workflow

Observed setup and reset, equipment readiness, clean/contaminated path, and documented exception escalation.

Days 15–21

Run a supervised doctor active time simulation using the entered peak period and one exception.

Trainer observation, current-to-needed competency level, error correction, and a signed office competency record.

Days 22–30

Backup coverage, late-schedule escalation, and re-audit

One absence tabletop, one equipment-downtime tabletop, one behind-schedule response, and a 30-day measure owner.

Input completeness and missing evidence

moderate input completeness

MN is selected for context. DenQAI has not verified a state-specific duty authorization in this tool; every regulated assisting, expanded-function, hygiene, radiography, and supervision duty remains “verify” until the current governing source and office policy are reviewed.

  • Person-level competencies, time-of-day peaks, procedure-specific instrument sets, and observed active-time segments are not entered in quick mode.
  • Expanded-function credentials and duties require current state-source verification; this tool does not authorize a duty.

Readable output first

Use the Decision Summary in the owner and staff meeting.

Print or save a PDF first. The local project file reopens these aggregate inputs; the CSV files are advanced work products, not the recommended reading format.

Advanced data exports

CSV is useful for controlled analysis but is not the recommended reading format.

Fictional example loaded. Replace its aggregate counts, minutes, and access measures.

The tool checks common direct-identifier patterns, but that does not establish permission to store or share a file.

Before you enter numbers

Gather the records for your first result.

You are deciding what to change first in staffing, room use, training, appointment access, schedule blocks, or service-specific marketing.

  • Typical-shift provider and team presence—not headcount alone
  • Plumbed, equipped, available, and clinically usable room counts
  • Weekly visits with appointment, room, doctor, assistant, hygiene, imaging, turnover, and instrument assumptions
  • First and third-next availability, four-week fill and completed use, cancellations, refill, backlog, and aggregate inquiry-to-arrival measures by service
First useful review
10–15 minutes in quick mode; 30–45 minutes with active-time and access detail
What you receive
A visible binding constraint, three operating scenarios, workflow-pattern fit, service-specific demand-test status, and a daily block-template test
Guided steps, detailed review, outputs, and privacy
1

Guided review

Start here if you are learning the decision or do not have every record yet.

  • Define the practice, typical shift, and truly usable rooms
  • Replace the fictional weekly work and access measures
  • Read the highest resource load and service-specific status before choosing a change
2

Detailed review

Use this after the first result, or with advisers and stronger records.

  • Replace every active-time, turnover, imaging, instrument, and variability assumption
  • Test crown preparation and delivery targets, urgent capacity, doctor events, and schedule buffers
  • Use the role, backup, competency, 30-day training, and downloadable planning outputs
Your output order
  1. Read and print the plain-language result on this page.
  2. Download the Excel decision workbook when one is available.
  3. Save a DenQAI project file if you want to reopen your inputs.
  4. Use raw CSV only for advanced data work.
01Hard constraints first

State scope, licensed judgment, infection prevention, patient-specific time, presence, rooms, equipment, breaks, and instruments cannot be overridden by production.

02Service-specific access

Hygiene can be full while restorative capacity is open. One office-wide “booked out” number cannot safely control hiring or marketing.

03No opaque score

Doctor, assistant, hygiene, room, imaging, reprocessing, instruments, front office, access, resilience, input completeness, and missing evidence remain visible separately.

Safety and source boundary

Training and reprocessing are capacity—not spare labor.

DenQAI treats instrument reprocessing, room turnover, imaging, and backup coverage as explicit work. CDC dental infection-prevention guidance supports trained responsibility, PPE, cleaning, packaging, sterilization, monitoring, release, and protected storage. OSHA’s dentistry and bloodborne-pathogens materials identify employer duties that require office-specific implementation.

The current public planner does not contain a maintained state scope-of-practice rules table. The selected state provides context only. Regulated assisting, expanded-function, hygiene, radiography, and supervision duties remain marked for current board or qualified professional verification.

Calculate aggregate staffing and room loads

Enter people present, usable rooms, procedure volumes and active minutes. The workbook calculates resource loads and conditional capacity; it does not generate an appointment schedule.

Download calculation workbook