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What a dental production dashboard should help you decide

The eight production numbers worth a screen, the four exceptions worth a name and a deadline, and the definition contract that keeps one office or nine reading the same figure.

The MyDentalForce team September 2026 9 minute read

A dental production dashboard exists so that a named person can decide something today: fill a chair, move a provider day, push an unscheduled case, or leave the month alone. Everything on it falls into one of two kinds. Display metrics are numbers you look at to know where the office stands. Actionable exceptions are conditions that, when true, hand a specific person a job with a deadline. Most dashboards are all display and no exception, which is why the numbers get admired at the huddle and nothing has changed by lunch.

The charts are not the hard part of dental production dashboard software. The hard part is agreeing on what each number means, who owns it, how often it is read, and what happens when it goes the wrong way. What follows is that agreement written down.

What should a dental production dashboard help you decide?

Four decisions. If a number on the screen does not feed one of them, it is decoration.

  • Is today on track, and if not, which open chairs tomorrow can outreach still fill?
  • Is the coming week scheduled heavily enough to hold the month, or does the book need work now?
  • Will this office finish the month at target, and if not, what changes this week?
  • Is the office diagnosing more work than it schedules, so the pipeline grows while production sits flat?

Each decision has a display metric behind it and an exception in front of it. A display metric is a number: actual against goal, scheduled against the needed average. An exception is that number plus a threshold, a name, and a deadline, agreed in advance, so that when the line is crossed someone specific acts before the day ends.

The metric definition contract

Each number needs a contract: its name, the formula, the report in the practice management system it is read from, the posting rule (completion date or entry date), gross or net of adjustments, what is excluded, and who owns the definition. Write it once. The moment two people carry two versions of "production," the dashboard stops settling arguments and starts causing them.

Which dental KPIs belong on a production dashboard?

Fewer than most dashboards carry. Eight production metrics cover the four decisions above, each with a source report, a cadence, and an owner: the person who acts when the number is wrong, not the person who built the report.

MetricPlain definitionWhere it comes from in the PMSCadenceOwnerDecision it should trigger
Actual production, yesterday and month to dateFee-schedule value of completed procedures, counted on the completion date. Pick gross or net and keep it.Completed-procedure report (in OpenDental, Production and Income)DailyOffice managerYesterday under goal: the huddle names who works the fill list for the next open chair.
Scheduled production, tomorrow and next five daysValue of procedures attached to appointments on the book. Booked value, not produced value.Appointment book, with procedures attachedDailyScheduling coordinatorLight days get named by date, and unscheduled treatment and overdue recall get called into them.
Daily goal and month targetThe month target, divided by working days in the month.Not the PMS. Set by the owner or operations lead and written down.Set monthly, read dailyOwner-dentist or operations leadEvery other number compares to this one, so it does not move mid-month without a note.
Needed daily averageMonth target minus month-to-date actual, divided by working days left.Computed from the rows aboveDailyOffice managerWhen it climbs above the office's best days, escalate now instead of at month end.
Projected month-end finishMonth-to-date actual plus scheduled production for the days left. One formula, in the contract.Computed from actual and scheduledWeeklyOwner-dentist or operations leadUnder target with two weeks left: add a provider day, run a targeted push, or accept the number and say so.
Production by providerCompleted production credited to the treating provider, hygiene and doctor kept separate.Provider production reportWeeklyOwner-dentistWhich columns are under-booked, and whether the schedule mix matches the providers on the floor.
Production per operatory per dayPeriod production divided by operatory-days (rooms multiplied by open days).Production report plus room count and open daysMonthlyOwner-dentist or operations leadWhether an empty room needs a call list or a provider day. The operatory entry walks through the math.
Unscheduled treatment valueFee-schedule value of treatment-planned procedures with no appointment attached.Treatment plan module (in OpenDental, the Treatment Finder report)WeeklyTreatment coordinatorThe top of the daily call list. The unscheduled treatment calculator puts a dollar figure on the pool.

Cadence is how often the owner reads the number and decides, not how often a system refreshes it. Report names vary by PMS.

Scheduled production is booked value, and booked value shrinks by the time the day arrives. The piece on reading outreach ROI without fooling yourself covers why booked and produced value belong in different conversations.

What is the difference between production and collections?

Production is the value of the dentistry performed in a period; collections is the cash that actually arrived for it, and the two belong on separate screens with separate owners. The production vs collections glossary entry covers gross, net, the collection ratio, and the gap between them.

Which exceptions should a production dashboard surface?

An exception has four parts: the test, the threshold, the owner, and what the owner does before the day ends. The thresholds below are illustrative; yours belong in the contract, agreed in a calm month rather than argued about in a bad one.

ExceptionThe testOwnerWhat happens today
A day below goal with open chairs tomorrowYesterday finished under the daily goal, and tomorrow's book still has open provider time.Scheduling coordinatorBefore the first patient, the ranked call list gets worked against tomorrow's open slots. The schedule gap response system is the playbook.
Coming week scheduled under the needed averageScheduled production for the next five working days, divided by five, is below the needed daily average.Office managerName the light days by date. Pull unscheduled treatment and overdue recall toward them first.
Office trending to miss the monthProjected month-end finish is under target with ten or more working days left.Owner-dentist or operations leadOne decision by Friday, announced to the team: add a provider day, run a targeted unscheduled treatment push, or accept the finish and reset next month's target.
Unscheduled treatment climbing while production is flatUnscheduled treatment value rose two weeks in a row while production over the same weeks held flat or fell.Treatment coordinatorReview the largest open plans by value and recency; the top of that list goes on tomorrow's calls. This is the leading indicator; the other three lag.

Two things make exceptions stick. They fire per office with a per-office owner; an exception owned by "the region" is owned by nobody. And the owner logs what they did, so next week's review can tell whether the response worked or the number recovered on its own.

A number nobody is assigned to act on is not a metric. It is decoration with a decimal point.

How often should each production number be reviewed?

Review a number as often as the decision it feeds can be made, and no more often than the number can meaningfully change. Scheduled production for next week reviewed monthly arrives too late to fix anything. Production per operatory reviewed daily is noise.

  • Daily, at the huddle: yesterday's actual against goal, today's and tomorrow's scheduled production, open provider time, the needed daily average.
  • Weekly, with the manager: the next five to ten days scheduled against the needed average, production by provider, the unscheduled treatment trend, the projected finish.
  • Monthly, with the owner: the month against target, production per operatory per day, bonus tier settlement, next month's target and daily goal.

The daily set belongs in the morning huddle, the only meeting where the people who can fill a chair are in the room while the chair is still fillable.

Worked example, illustrative figures

Say an office targets $180,000 for a twenty-day month, so the daily goal is $9,000. On the morning of the eleventh working day, month-to-date actual is $81,000, so the needed daily average for the ten days left is $9,900. Scheduled production for the next five days totals $41,000, or $8,200 a day, which trips the second exception. The office manager names Tuesday and Thursday as the light days, and the treatment coordinator puts the four largest unscheduled plans that fit midweek on tomorrow's call list. None of that needed a new report, only the numbers read in the right order by the right people, against a threshold agreed before the month started.

What does a production dashboard look like for one office versus a group?

The definitions do not change with size. The ownership does.

A single office

In a single office the owner-dentist is usually also the operations lead, and is in a chair from eight to five. So the daily exceptions cannot belong to the owner, who reads the dashboard at seven in the evening when tomorrow is already set. The scheduling coordinator owns the day, the office manager owns the week, and the owner reads the weekly and monthly sets. The contract still matters at one location: without it the office manager, the associate, and the accountant each carry a different production figure.

A multi-office group

A group needs two views: one production number per office, and a roll-up that is nothing more than the sum of those numbers. The roll-up is only honest if every office runs the same contract. If one office counts on completion date and another on posting date, the group total is a blend of definitions and the office comparison is meaningless. Exceptions still fire per office; the operations lead sees which offices have one open today. The daily standard makes the case for the same start in every office.

Bonus tiers are the test, at one office or nine. If tiers pay out from the same production number the dashboard shows, the monthly bonus conversation is about the work. If they come from a separate spreadsheet, it is about the spreadsheet, every month. Tiers tied to measured production only work when "measured" means one definition, everywhere.

How Production Command fits

This framework is what we built Production Command around. It shows one production number per office, read from the practice management system, with actual, scheduled, and target side by side. The production calendar grades each past day against goal and shows scheduled production on the days ahead, so a day below goal and a light stretch of scheduled days sit on the same screen. The goal tracker carries the needed daily average and a projected month-end finish. Bonus tiers compute from that same number. It integrates with OpenDental today. And because the core of the platform is a ranked daily patient outreach call list per office, the light day gets a list, not a meeting.

The short version

Eight production numbers, each with a written definition, a source report, a cadence, and an owner who acts. Four exceptions with thresholds agreed in advance: a day below goal with open chairs tomorrow, a light week against the needed average, a month trending to miss, and unscheduled treatment climbing while production sits flat. Same definitions in one office or nine; per-office owners either way.

If your production dashboard is a spreadsheet someone rebuilds on the first of the month, start with the contract and the four exceptions; both work on paper. When you want the per-office number, calendar, and goal tracker read straight from your PMS, book a walkthrough and we will run Production Command on a de-identified slice of your own PMS data.

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