COCasinoOpsAI
Table Games • KPI Interpretation and Variance Review

Table Games KPI Interpretation & Variance Review

Interpret hold, drop, win, theoretical win, average bet, occupancy, game productivity, or player concentration—and investigate material variance without turning short-period movement into an unsupported conclusion.

How to use this review

  1. Choose KPI interpretation or the deeper hold-variance mode, then select the KPI focus, approved formula, source period, benchmark, and materiality rule.
  2. Enter one source-linked line per game, pit, table group, shift, or other comparable segment; preserve drop, win, theoretical expectation, activity, mix, concentration, and operating context.
  3. Review the calculated position, material variance, source gaps, ordinary volatility, alternative explanations, and any separate control question without selecting a cause in advance.
  4. Generate the management review, assign proportionate follow-up, disclose limitations, and obtain authorized human approval before circulation or operational action.
New unsaved draft
Interpretation safeguard: KPI movement is descriptive evidence, not proof of dealer quality, player conduct, procedure failure, game-protection concern, or sustainable performance. Use approved definitions and comparable periods, preserve ordinary volatility and data limitations, and route any separate control concern through the appropriate authorized review.

Review mode, KPI definition, benchmark, and source control

Select the decision depth and KPI focus, then define the formula, period, approved sources, comparator, threshold, and review authority.

1
Selected KPI guidance

Choose a KPI focus to see its approved interpretation prompts.

Source-linked game, pit, and segment register

Enter each comparable operating segment separately so game mix, activity, concentration, and evidence remain visible.

2

Live KPI and variance position

Calculated from the current register; interpretation still requires source reconciliation and management judgment.

Evidence, alternatives, management interpretation, and follow-up

Separate verified contributors from hypotheses, state limitations, assign proportionate actions, and preserve the approval trail.

3

Review prompts

Resolve these before approval.

    Manager-ready KPI interpretation and variance review

    Generated from the current workflow. Reconcile calculations, evidence, wording, and authority before use.

    4
    Generate the management output after completing the workflow.
    Interpretation and control guidance
    • Use one approved KPI dictionary and formula version. Record the numerator, denominator, source cut-off, theoretical method, comparator, and materiality rule.
    • Compare like with like: game rules, limits, operating hours, table availability, player concentration, event conditions, promotions, and source completeness can change interpretation.
    • A material flag means review is required; it does not identify a cause. Preserve evidence for and against the leading explanation and state what the period cannot prove.
    • Any surveillance, conduct, discipline, game-rule, staffing, limit, or floor decision requires its own evidence, authority, and approved process.