# DenQAI: operations review workbook

File-specific companion · 2026-09-10

## Purpose

Which cash bridge inputs and obligations are supported for this operating period?

**Who:** Owner, manager, or authorized revenue-cycle lead

**Records:** Aggregate period production and payment reports, bank-cleared deposits, cost records, debt, reserves, and timing exceptions.

## Complete the file

1. Read Start Here and choose one consistent operating period.
2. Use Fictional Example to understand the cash fields, then complete the blank Your Inputs using reconciled aggregate records and explicit zeroes where supported.
3. Use Review and Actions to resolve discrepancies and transfer the supported fields to the Revenue-Cycle Workbench.

## Definitions

- **Bank-cleared cash:** Money confirmed as received through the bank for the stated period.
- **Restricted cash:** Cash reserved or obligated for a stated purpose, not automatically distributable.
- **Timing difference:** A difference caused by service, remittance, deposit, and bank periods not matching.

## Fictional example

Fictional example: a $6,000 deposit appears in the payment report but clears the bank next month; record the timing difference before reconciling this month’s cash.

## Review and next action

Reconcile unresolved cash differences and review the calculated bridge in the linked workbench before changing distributions.

This is a manual preparation pack with no formulas. It does not calculate results, import automatically into the linked tool, or replace source and professional review.

[Related DenQAI guide](https://denqai.com/operations/workbench)

## AI coach prompt

Help me use DenQAI’s operations review workbook. My question is: Which cash bridge inputs and obligations are supported for this operating period? Explain these terms in plain language: Bank-cleared cash, Restricted cash, Timing difference. Ask one question at a time about the required records: Aggregate period production and payment reports, bank-cleared deposits, cost records, debt, reserves, and timing exceptions. Walk through the supplied fictional example before asking me for inputs. Treat every missing value as unknown, not zero. Do not invent source records, contract terms, legal conclusions, or clinical facts. Use only permitted fictional or aggregate, non-identifying information. Follow this boundary: This is a manual preparation pack with no formulas. It does not calculate results, import automatically into the linked tool, or replace source and professional review. End with the missing evidence and this next step: Reconcile unresolved cash differences and review the calculated bridge in the linked workbench before changing distributions.

## AI review prompt

Review my permitted fictional or aggregate draft of DenQAI’s operations review workbook against the file instructions. Check each required field and period, units, evidence locator, assumptions, arithmetic where formulas are actually supplied, and unresolved contradictions. Check the sequence: Read Start Here and choose one consistent operating period. Use Fictional Example to understand the cash fields, then complete the blank Your Inputs using reconciled aggregate records and explicit zeroes where supported. Use Review and Actions to resolve discrepancies and transfer the supported fields to the Revenue-Cycle Workbench. Separate facts from assumptions and missing records. Do not supply unsupported numbers or make a professional decision for me. Apply this limitation: This is a manual preparation pack with no formulas. It does not calculate results, import automatically into the linked tool, or replace source and professional review. Return corrections, questions for the responsible reviewer, and the next action.