DenQAI decision lab

Team continuity and learning system

Separate likely continuity from verified competence, workflow coverage, cross-training, and learning speed.

Read the method

The governing test

The governing testWhich source or constraint could change this result?

Clear the non-negotiable gates.
Normalize capacity, cash, and clinical transfer.
Price workforce and payer friction as operating facts.

Choose a calculator

Fictional example

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

Model v3.2.0

Open DenQAI project file

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

Review note

This case stays in this tab only. Reloading, navigating away, or closing the tab can erase it. Download the case file to keep or reopen it. DenQAI does not upload it, autosave it, or store it in your browser. 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 v3.2.0.

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.

Calculator 07

Team continuity without age discrimination

Measure coverage, cross-training, lawful availability information, compensation, and succession depth. Age is not an input and long tenure is not a defect.

Total staffAverage tenureyearsStaff under one yearKey operating rolesRoles with one trained personSingle-covered roles with qualified backupCount distinct roles with verified backup coverage, not the number of people.Likely exits in 24 monthsUse only voluntarily disclosed, lawfully obtained plans.Open critical rolesEstimated payroll reset%Market wage and benefit normalization.Verified role competency%Observed or tested ability—not a self-rating.Critical workflows documented%Structured training / staff / monthhoursMedian days to first denial actiondaysA/R with no current owner or action%

Single-covered key roles3 of 6

Uncovered after backups2

Team under one year18%

Voluntarily disclosed 24-month exits18%

Payroll normalization8%Apply to the full pro forma

Verified role competency72%

Critical workflows documented60%

Structured training4 hours / staff / month

Denial first touch5 days

Unowned / unworked A/R8%

Lawful diligence boundary

Team rates are N/A when the relevant staff or role denominator is zero. Review inconsistent counts separately.

Ask whether roles, schedules, and availability are expected to continue; do not ask employees to reveal protected health information or use age as a retirement proxy. Employment counsel should design interviews and retention decisions.

Records to gather: User-entered records, source dates, verification states, actual contract and schedule data, provider activity, procedure history, staffing, and cash timing.

Decision, method, limitations, and required review

Use this if: You need to test an assumption before spending money, signing a contract, or treating a composite score as an answer.

Decision: Identify the viable path, the downside case, the assumption that breaks it, and the next diligence request.

Output: A transparent calculation with exposed formulas, limitations, stop-and-verify conditions, and a printable decision record.

Method: Use ranges and scenario stress; keep illustrative defaults separate from user data; never let a composite score override a non-negotiable gate.

Stop and verify: Do not treat results as an appraisal, diagnosis, legal conclusion, coding source, lender approval, or substitute for primary records.

Human review: Buyer, dental CPA, lender, counsel, clinical reviewer, benefits specialist, and operator according to the calculator.

Last reviewed: July 24, 2026

Next action

Use the result to request the missing evidence.

Assign a backup, observed competency check, training owner, and review date for each uncovered workflow.

Plan team continuity

Record the source, period, responsible reviewer, and assumption that would change your decision in the case review note.