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ARPIActions

Management Actions

Deterministic review prompts backed by the same governed data as the operating console.

All three stores · 47 open review prompts

Granite Auto Group is fictional. Operating figures are synthetic.

Every warehouse record in this project is synthetic. Granite Auto Group and its three stores are fictional. No real dealership, customer, employee or lending data exists anywhere in the project.

Dataset v17 · developmentAs of 31 December 2025Real-engine validation pending

Real-engine validation pending. Neither accepted ADR-0008 path has recorded a result, so nothing on this page may be read as evidence that the Power BI semantic model has been validated. This console renders exported SQL figures; rendering a number in HTML proves nothing about a DAX measure.

The evidence behind both statements

How this is built, governed and validated

What an action is, and what it is not

Each prompt below exists because a condition written down in advance holds in this dataset version. It is a reason to look, not a finding, a recommendation of business action, or evidence of a real-world condition.

Nothing here claims a cause. A rule states that a condition holds and shows the exported values that made it hold; why it holds is what the drill-through is for.

The queue is stateless. It is rebuilt from the data every time the export is regenerated, so it holds no history and carries no acknowledgement, assignment, completion or due date. Reloading this page reconstructs the same queue; nothing remembers what was clicked.

No language model, learned model or scoring heuristic takes any part in producing it. Every word of every prompt comes from a rule template and every number from an exported column, so any action can be recomputed by hand from files in the repository.

12 of 30 permanent rules are enabled. The other 18 are retained and switched off, each with the audited reason the project cannot evaluate it honestly — the evidence is absent, it exists only at a different grain, or the condition is one an earlier data-quality gate already prevents.

Every threshold this register owns is a project default for a fictional dealer group. None is an industry benchmark, an OEM standard, a best practice or a compliance requirement.

The review queue

Ruleset 911c6bd4a226
7of 47 open review prompts shownClear all filters

Counts are of the whole queue, so selecting one facet does not renumber the others. Open means present in the data this console is serving, as of 31 December 2025: the queue is rebuilt whenever that data is and holds no workflow state, so nothing here is assigned, acknowledged, completed or overdue.

What the gross change decomposes into

Total gross change, December 2025

In December 2025, total gross increased by $32,545 against the month before. The bridge attributes +$52,622 to unit volume, -$18,901 to front PVR, -$1,176 to back PVR.

  • Volume effect+$52,622
  • Front PVR effect-$18,901
  • Back PVR effect-$1,176
  • Total change+$32,545
Read total gross change, december 2025 as a table
Total gross change, December 2025. In December 2025, total gross increased by $32,545 against the month before. The bridge attributes +$52,622 to unit volume, -$18,901 to front PVR, -$1,176 to back PVR.
ComponentRoleAmount
Volume effectAttributed movement+$52,622
Front PVR effectAttributed movement-$18,901
Back PVR effectAttributed movement-$1,176
Total changePeriod total+$32,545
How this decomposition works

The bridge is computed in SQL by reporting.vw_gross_change_bridge and carried through the export. It is a SEQUENTIAL decomposition: each effect is measured with the earlier ones already applied, so the order is part of the method and a different order would apportion the same change differently. The bridge attributes; it does not establish cause.

Effects smaller than $500 are grouped into a single remainder rather than listed — display materiality — project default. Grouped, never dropped: the listed effects and the remainder sum to the period change exactly.

What meets a review rule right now

Severity, then domain, then store, then rule

The order is a property of the data rather than of the reader: everyone looking at the same figures sees the same sequence.

  • MediumF&IGSA-001Review role: F&I manager

    Retail delivery with no finance-manager attribution

    Lease finance structure

    Confirm how this delivery was desked and whether the F&I desk was involved.

    Open the evidence behind this
    Evidence, threshold detail and the rule
    Finance structure
    Lease
    Back end gross
    $586.46
    Finance reserve gross
    $0.00
    Product contract count
    1 contracts
    Original product gross
    $586.46
    Total gross
    $3,370.43
    Vehicle display
    2025 Chevrolet Tahoe LS
    Sale type
    Lease

    An unattributed delivery is a modelled state in this project's data, not necessarily an omission. This action makes no statement about any employee and is not a performance measure.

    Rule ACT-FNI-006 · deal SLE-00000635 · sale date basis

  • MediumF&IGSA-001Review role: F&I manager

    Retail delivery with no finance-manager attribution

    Retail Finance finance structure

    Confirm how this delivery was desked and whether the F&I desk was involved.

    Open the evidence behind this
    Evidence, threshold detail and the rule
    Finance structure
    Retail Finance
    Back end gross
    $808.00
    Finance reserve gross
    $808.00
    Product contract count
    0 contracts
    Original product gross
    $0.00
    Total gross
    $501.72
    Vehicle display
    2016 Chevrolet Malibu LS
    Sale type
    Used Retail

    An unattributed delivery is a modelled state in this project's data, not necessarily an omission. This action makes no statement about any employee and is not a performance measure.

    Rule ACT-FNI-006 · deal SLE-00000642 · sale date basis

  • MediumF&IGSA-002Review role: F&I manager

    Retail delivery with no finance-manager attribution

    Cash finance structure

    Confirm how this delivery was desked and whether the F&I desk was involved.

    Open the evidence behind this
    Evidence, threshold detail and the rule
    Finance structure
    Cash
    Back end gross
    $289.13
    Finance reserve gross
    $0.00
    Product contract count
    1 contracts
    Original product gross
    $289.13
    Total gross
    $2,420.08
    Vehicle display
    2020 Ford F-150 XLT
    Sale type
    Used Retail

    An unattributed delivery is a modelled state in this project's data, not necessarily an omission. This action makes no statement about any employee and is not a performance measure.

    Rule ACT-FNI-006 · deal SLE-00000552 · sale date basis

  • MediumF&IGSA-002Review role: F&I manager

    Retail delivery with no finance-manager attribution

    Retail Finance finance structure

    Confirm how this delivery was desked and whether the F&I desk was involved.

    Open the evidence behind this
    Evidence, threshold detail and the rule
    Finance structure
    Retail Finance
    Back end gross
    $797.42
    Finance reserve gross
    $797.42
    Product contract count
    0 contracts
    Original product gross
    $0.00
    Total gross
    $8,764.27
    Vehicle display
    2024 Chevrolet Silverado EV RST
    Sale type
    Used Retail

    An unattributed delivery is a modelled state in this project's data, not necessarily an omission. This action makes no statement about any employee and is not a performance measure.

    Rule ACT-FNI-006 · deal SLE-00000599 · sale date basis

  • MediumF&IGSA-002Review role: F&I manager

    Retail delivery with no finance-manager attribution

    Retail Finance finance structure

    Confirm how this delivery was desked and whether the F&I desk was involved.

    Open the evidence behind this
    Evidence, threshold detail and the rule
    Finance structure
    Retail Finance
    Back end gross
    $1,229.39
    Finance reserve gross
    $0.00
    Product contract count
    1 contracts
    Original product gross
    $1,229.39
    Total gross
    $12,326.68
    Vehicle display
    2025 Subaru Forester Base
    Sale type
    Used Retail

    An unattributed delivery is a modelled state in this project's data, not necessarily an omission. This action makes no statement about any employee and is not a performance measure.

    Rule ACT-FNI-006 · deal SLE-00000623 · sale date basis

  • MediumF&IGSA-002Review role: F&I manager

    Retail delivery with no finance-manager attribution

    Retail Finance finance structure

    Confirm how this delivery was desked and whether the F&I desk was involved.

    Open the evidence behind this
    Evidence, threshold detail and the rule
    Finance structure
    Retail Finance
    Back end gross
    $738.56
    Finance reserve gross
    $738.56
    Product contract count
    0 contracts
    Original product gross
    $0.00
    Total gross
    $2,725.00
    Vehicle display
    2026 Subaru Ascent Onyx Edition
    Sale type
    New Retail

    An unattributed delivery is a modelled state in this project's data, not necessarily an omission. This action makes no statement about any employee and is not a performance measure.

    Rule ACT-FNI-006 · deal SLE-00000634 · sale date basis

  • MediumF&IGSA-003Review role: F&I manager

    Retail delivery with no finance-manager attribution

    Cash finance structure

    Confirm how this delivery was desked and whether the F&I desk was involved.

    Open the evidence behind this
    Evidence, threshold detail and the rule
    Finance structure
    Cash
    Back end gross
    $535.16
    Finance reserve gross
    $0.00
    Product contract count
    1 contracts
    Original product gross
    $535.16
    Total gross
    $5,676.53
    Vehicle display
    2023 Chevrolet Equinox Premier
    Sale type
    Used Retail

    An unattributed delivery is a modelled state in this project's data, not necessarily an omission. This action makes no statement about any employee and is not a performance measure.

    Rule ACT-FNI-006 · deal SLE-00000607 · sale date basis

How this queue is produced

Where the rules live, and what keeps them honest

Rules live in config/dashboard/action_rules.yaml as data, not code, and are evaluated once at export time against the datasets this console already publishes. The queue is then a governed artifact with its own hash, exactly like a dataset.

The rule file is an input to the published data. Changing a threshold changes the queue even though no business fact moved, so the export check re-derives the queue from the current rule file and fails if the committed one differs. Ruleset 911c6bd4a226 produced what is shown here.

Facet counts are counts of the queue on this page. They are presentation figures derived from the rows, not new measures, and the generator refuses a count that disagrees with the rows it counts.

Every drill-through is checked against the console’s own route registry before the queue is written, so a link here cannot point at a retired route or carry a parameter its destination does not read.