Capability template for operations and process improvement

Dental lab case tracker

The office coordinator keeps one tracker of every case at an outside dental lab: when it went, the lab's due date against the patient's seating, which cases are overdue or due back too late, each remake with its stated reason, and each lab's on-time record for the quarter. A person calls every lab.

The outcome

No patient sits in the chair for work that is still at the lab. Every case out at a lab is set against the patient's seating appointment, with a few days held back so the dentist can look the work over first, and the coordinator sees each morning which cases to chase, which seatings are already in danger, and which patients still need booking.

Once a quarter the office has each lab's record from its own dates: how many cases came back on time, how many late and by how many days, how long cases took on average, what is still out past its date, and which cases had to be remade, with the reason the office recorded. The conversation with a lab starts from facts rather than impressions.

The work is administrative from start to finish. The dentist writes every prescription, chooses shade and material, judges whether the work fits and decides on any remake. The tracker never reads, fills in or comments on any of that, and says so on every run.

Who starts the work, and when

The office coordinator runs it each morning or at the start of each week, and the office manager runs it at the end of each quarter or before a meeting with a lab. In a smaller office the front-desk lead runs it. The office manager owns the settings it follows.

What they supply

  • The lab case list, saved from the office's spreadsheet or practice software as a file: for each case, the patient reference, the dentist, the lab, the office's own label for the work, the date sent, the lab's due date, the seating appointment, the date received, its status, and, for a remake, the earlier case and the reason the office recorded.
  • The office's settings: how many days before the seating a case must be back, how far ahead counts as "due back soon", and the quarter to report.
  • Today's date.

Nothing connects to your practice software or to any lab's portal, and no one is asked for a login. Columns such as shade or material can stay in the export: the tracker leaves them unread and never repeats them.

What comes out

One tracker in a fixed order, opening with an outcome line and a coverage line: how many cases were read, how many are at the lab, back or cancelled, and anything that could not be read. Then the lists to act on: overdue from the lab, due back too late for the seating, at the lab with no seating booked, due back in the next few days, on track, and back and waiting for the seating. Then every remake sent this quarter with its reason copied as written, and a short record for each lab. Every section is always present, so an empty list reads as checked and never as forgotten.

The tracker contacts no one, books nothing and changes no record. It ends by saying so.

An invented example

Illustrative example with invented data. An invented two-dentist general dental office on Monday 16 November 2026. The office, the people (Noor, the office coordinator; Bettina, the office manager; the dentists Dr. K and Dr. M), the three labs (Lab A, Lab B and Lab C) and every patient reference are invented. The inputs come first, in full, then the tracker.

What the coordinator supplied

The request

It's Monday 16 November 2026. Here is the lab case list. Where do our lab cases stand?

Office settings

Check-in days: 2 (the dentists want a case in the office two days before
the seating)
Look-ahead: 7 days
Coordinator: Noor. Office manager: Bettina. Dentists: Dr. K, Dr. M.

No quarter was given, so the tracker uses the calendar quarter that holds the as-of date and says so.

The lab case list: lab-cases.csv

The office's export carries a Shade column. The tracker does not read it and does not repeat what it holds.

Case,Patient ref,Dentist,Lab,Work type,Sent,Lab due,Seat appointment,Received,Status,Remake of,Remake reason,Shade
C-101,P-2231,Dr. K,Lab A,Crown,2026-09-14,2026-09-28,2026-10-01,2026-09-25,received,,,A2
C-104,P-1187,Dr. M,Lab B,Bridge,2026-10-05,2026-10-19,2026-10-22,2026-10-21,received,,,A3
C-106,P-3012,Dr. K,Lab A,Crown,2026-10-08,2026-10-20,2026-10-23,2026-10-19,received,,,B1
C-109,P-2875,Dr. K,Lab A,Crown,2026-10-15,2026-10-27,2026-10-30,2026-10-27,received,,,A2
C-112,P-1450,Dr. M,Lab C,Night guard,2026-10-20,2026-11-03,2026-11-05,2026-11-04,received,,,
C-115,P-2231,Dr. M,Lab B,Partial denture,2026-10-26,2026-11-13,2026-11-19,,at lab,,,A3
C-117,P-0718,Dr. K,Lab C,Crown,2026-10-27,2026-11-10,2026-11-12,,at lab,,,A1
C-118,P-2875,Dr. K,Lab A,Crown,2026-11-02,2026-11-16,2026-11-20,2026-11-13,received,C-109,Did not fit at the seating appointment; Dr. K asked for a remake,A2
C-120,P-3390,Dr. K,Lab B,Crown,2026-11-04,2026-11-18,2026-11-18,,at lab,,,B2
C-121,P-0954,Dr. M,Lab C,Crown,2026-11-05,2026-11-19,,,at lab,,,A2
C-123,P-2610,Dr. K,Lab A,Veneers,2026-11-09,2026-11-20,2026-11-25,,at lab,,,B1
C-124,P-1187,Dr. M,Lab B,Bridge,2026-11-10,2026-11-24,2026-11-30,,at lab,C-104,,A3
C-125,P-3501,Dr. K,Lab C,Denture,2026-11-11,2026-11-25,2026-12-02,,on hold,,,
C-126,P-2044,Dr. M,Lab A,Crown,2026-11-12,2026-11-26,2026-11-30,,cancelled,,,A2

What came back

The tracker below is what the template's rules produce from the inputs above, worked through by hand for this page and checked a second time. When the template was tried on these inputs in Claude on 10 November 2026, its output had the same words as this tracker, with two entries broken across lines at different points; the record of that run is published with this example.

DENTAL LAB CASE TRACKER, as of Monday, 2026-11-16

Outcome: partial (1 row could not be assessed: C-125)

Coverage: The lab case list "lab-cases.csv" has 14 rows; 13 assessed; 1
could not be assessed. Of those assessed: 6 at the lab; 6 received (1
waiting for the seating, 5 back and past their seating, or with none
booked); 1 cancelled and not tracked. Labs: 3 (Lab A, Lab B, Lab C).
Columns not read: Shade; their contents are not repeated.

Inputs: as-of date 2026-11-16, stated in the request; check-in 2 days as
supplied; look-ahead 7 days as supplied; quarter 2026-10-01 to
2026-12-31 by default, counted through 2026-11-16. Dates below are
calculated from the case list; the coordinator confirms each one with
the lab before acting on it.

1. Overdue from the lab: act today
   C-117, P-0718, Dr. K, Lab C, Crown. Sent 2026-10-27; lab due
   2026-11-10, 6 days ago. Seating 2026-11-12 has passed; the front desk
   rebooks the patient once the case is in. The coordinator calls the
   lab today.
   C-115, P-2231, Dr. M, Lab B, Partial denture. Sent 2026-10-26; lab
   due 2026-11-13, 3 days ago. Seating 2026-11-19; still kept if the
   case arrives by 2026-11-17. The coordinator calls the lab today.

2. Due back too late for the seating
   C-120, P-3390, Dr. K, Lab B, Crown. Lab due 2026-11-18; seating
   2026-11-18. It needs to arrive by 2026-11-16, 2 days before the lab's
   date. Ask the lab for an earlier date or move the seating; a person
   decides which.

3. At the lab with no seating booked
   C-121, P-0954, Dr. M, Lab C, Crown. Lab due 2026-11-19. No seating
   booked.

4. Due back in the next 7 days
   C-123, P-2610, Dr. K, Lab A, Veneers. Lab due 2026-11-20; seating
   2026-11-25.

5. On track
   C-124, P-1187, Dr. M, Lab B, Bridge. Lab due 2026-11-24; seating
   2026-11-30.

6. Back from the lab, waiting for the seating
   C-118, P-2875, Dr. K, Lab A, Crown. Received 2026-11-13; seating
   2026-11-20. The dentist looks it over before the seating.

7. Remakes sent this quarter
   C-118, Lab A, remake of C-109 (Lab A). Sent 2026-11-02; received
   2026-11-13. Reason as recorded: "Did not fit at the seating
   appointment; Dr. K asked for a remake".
   C-124, Lab B, remake of C-104 (Lab B). Sent 2026-11-10; at the lab,
   due 2026-11-24. Reason not recorded.

8. Each lab's record, 2026-10-01 to 2026-11-16
   Rows under "Could not assess" and cancelled rows are not counted.
   Lab A
   - Sent this quarter: 4.
   - Received this quarter: 3; on time 3; late 0 (none).
   - Average days from sent to received: 11.3, over 3 cases.
   - Out now: 1; past the lab's date 0 (none).
   - Remakes of its cases sent this quarter: 1 (C-118).
   Lab B
   - Sent this quarter: 4.
   - Received this quarter: 1; on time 0; late 1 (C-104 by 2 days).
   - Average days from sent to received: 16.0, over 1 case.
   - Out now: 3; past the lab's date 1 (C-115).
   - Remakes of its cases sent this quarter: 1 (C-124).
   Lab C
   - Sent this quarter: 3.
   - Received this quarter: 1; on time 0; late 1 (C-112 by 1 day).
   - Average days from sent to received: 15.0, over 1 case.
   - Out now: 2; past the lab's date 1 (C-117).
   - Remakes of its cases sent this quarter: 0 (none).

9. Check these
   C-124: remake with no reason recorded; the dentist states it.

10. Could not assess
   C-125. Status "on hold" is not one of at lab, received or cancelled;
   correct the status in the case list, then run the tracker again.

Nothing was sent, booked or changed. A person contacts every lab and
every patient. The treating dentist writes every prescription, chooses
shade and material, and judges the fit of the work; this tracker records
dates and the office's own words only.

How the figures were reached

  • C-101 was received on 2026-09-25, before the quarter began, and its seating has passed, so it appears only in the Coverage count and not in Lab A's record.
  • C-115: the seating is 2026-11-19 and the check-in is 2 days, so the case must arrive by 2026-11-17, the day after the as-of date.
  • C-120: the seating is 2026-11-18, so the case must arrive by 2026-11-16, 2 days before the lab's date of 2026-11-18.
  • C-121 is due back within the look-ahead, but it has no seating booked, so it is listed in section 3 rather than section 4.
  • Lab A's average: C-106 took 11 days (2026-10-08 to 2026-10-19), C-109 took 12 (2026-10-15 to 2026-10-27) and C-118 took 11 (2026-11-02 to 2026-11-13). The total of 34 days over 3 cases is 11.3. C-109 arrived on its due date, which counts as on time.
  • Lab B: C-104 took 16 days (2026-10-05 to 2026-10-21) and arrived 2 days after its due date of 2026-10-19. Sent this quarter: C-104, C-115, C-120 and C-124.
  • Lab C: C-112 took 15 days (2026-10-20 to 2026-11-04) and arrived 1 day after its due date of 2026-11-03. Sent this quarter: C-112, C-117 and C-121; C-125 could not be assessed and is not counted.
  • C-126 is cancelled and is counted only in the Coverage line. "13 assessed" means every row that could be read, so it includes C-126: 6 at the lab, 6 received and 1 cancelled make 13.
  • Remakes: C-118 replaces C-109 and C-124 replaces C-104, each made by the same lab as the earlier case. The reason for C-118 is copied exactly as the office wrote it; C-124 has none, so the tracker asks for the dentist's reason and supplies none of its own.

Where it fits

  • Healthcare: the front office of a dental practice that sends crowns, bridges, dentures and guards to outside labs.
  • Operations and process improvement: a set of dates spread across a spreadsheet and a lab's emails becomes one routine anyone covering the desk can run.
  • Procurement and suppliers: each lab is a supplier, and the quarter's record shows how it keeps its dates.
  • Quality management: every remake is logged with the reason the office recorded, so the pattern is visible without anyone guessing at a cause.
  • Established businesses: an office with a long-serving coordinator who knows every case by heart until they are away.
  • Growth & scaling: an office adding dentists or chairs, where the number of cases out at once outgrows memory.

What has to change for your company

Match the column names to your own export, and decide what the patient reference is; a chart number keeps names out of the tracker. Set the check-in days to the time your dentists want a case in the office before the patient arrives, and the look-ahead to how far ahead your coordinator plans.

Several rules are our editorial choices for your office manager to confirm or change: days are counted in calendar days; a case received on the lab's date is on time; an overdue case is listed first whatever its seating; a case with no seating booked is listed on its own; and a remake counts toward the lab that made the earlier case, with no view on whose fault it was. The record sets no targets and ranks no lab. The complete list is in the template.

Use it only in an AI product your office has approved for patient-related records.

What has been checked

Fully Powered AI wrote this capability template, drawing on a published dental laboratory coordination method by CaseMark under the Apache-2.0 licence and keeping only its case-tracking and lab-record ideas. It was editorially reviewed on 10 November 2026. The tracker shown in the example was worked through by hand from the template's rules. The template, with the small edits made on review, was then tried on its invented example in Claude on 10 November 2026, and the record is published with it: the output had the same words as the example's tracker, with two entries broken across lines at different points. A second, smaller run on two further invented cases reached the lines for a case not yet overdue whose seating has already passed, and for an overdue case with too few days left to look it over before the seating. The stop and decline paths were not exercised. It has not been tested in a dental office, and no dental professional has reviewed its rules. It has not yet been tested as a packaged version in ChatGPT, Claude, Copilot or Gemini.

Testing in your office means running it on a few weeks your coordinator already knows, with cases written in advance: a case overdue with the seating two days away, a case due back on the seating day, a remake with no reason recorded, a case received before the quarter began. The coordinator checks every date against the case list before anyone relies on it. Pilot acceptance-test preparation sets those cases up, and Supplier issue notice prepares the formal note to a lab when its record calls for one.

The full capability template

Everything above is the outline. The complete capability template is the working version: the roles, the inputs, the procedure, the exceptions and stop conditions, the output format, the reviewer checklist, the acceptance tests, the instructions for an AI assistant and what to customize for your company. It comes with a download and the link to its folder in Fully Powered’s public repository.

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