LR°
CASE 01 / 06

Evidence Reconstruction & Operational Follow-Through

ClearBay — Fleet Incident Briefing

A fleet incident evaluation built around distributed evidence, source authority, current stakeholder resolution, and strict inference boundaries.

01

Evaluation objective

Evaluate whether an agent can turn a short operational request into a structured investigation: reconstruct an incident from distributed evidence, apply the correct internal procedure, distinguish pre-existing damage from damage discovered during service, resolve the right people and responsibilities, and prepare a handoff without inferring fault beyond what the records support.

02

Scenario context

Jeff Hensler manages ClearBay Auto Care, a wash and detailing operation serving both individual customers and corporate fleets. Fleet vehicles move through several service stages during the day and receive a consolidated final inspection before release.

During the final inspection of one fleet vehicle, a broken glove-box hinge is found. Before the account team contacts the client, Jeff needs the incident reconstructed from operational records and the internal failed-inspection response process. The case also occurs during a client-contact transition, so the historical contact cannot be assumed to be the current owner without verification.

03

User request

“The fleet vehicle with plate RJX-4821 failed final inspection because the glove box hinge is broken. Can you handle the standard follow-up and send the internal Google Chat update with the deck link?”

04

Task to be performed / inferred

Determine whether the damage already existed at intake or appeared during service, and identify everyone who handled the vehicle. Resolve the corporate account and the client’s current operational contact, then retrieve the approved service-recovery terms. Prepare the required internal briefing before any external contact.

05

Required evidence, documents & SOPs

Evidence sources

  • Inspection Response

    Confluence · SOP

    Defines the end-to-end follow-up required when a fleet vehicle fails final inspection, including evidence reconciliation, stakeholder verification, briefing creation, and internal handoff.

  • Fleet Intake Standards

    Confluence · Policy / SOP

    Defines the intake checklist as the source of truth for determining whether damage was already present when the vehicle entered service.

  • Final Inspection

    Confluence · SOP

    Defines when a final-inspection finding must trigger the fleet incident-review workflow.

  • Stakeholder Verification

    Confluence · Policy

    Requires verification of the current customer-side operations owner when the account record indicates that the historical contact may be stale.

  • Damage Briefing Template

    Confluence · Template / Standard

    Defines the required structure of the incident briefing before the account handoff.

  • Incident Handoff

    Confluence · Handoff standard

    Defines the required internal recipient, message content, and sequencing for the final handoff.

  • Atlanta Operations

    Google Sheets · Operational workbook

    Primary operational workbook used to reconstruct the incident.

    Relevant tabs
    Fleet Service Log
    resolves the vehicle visit, service record, employee codes, account reference, and linked inspection records.
    Inspection Checklists
    provides the intake-versus-final condition comparison.
    Employee Directory
    resolves employee codes into people and operational roles.
    Fleet Accounts
    resolves the owning fleet account, internal account owner, service priority, and stakeholder-verification note.
    Account Contacts
    provides the plausible customer-side contacts that must be resolved against current evidence.
  • Service Recovery · Q2 2026

    HubSpot · Approved recovery campaign

    Provides the currently approved service-recovery terms that may be included in the briefing and handoff.

  • Current Role Verification

    LinkedIn · External verification evidence

    Used to distinguish the current customer-side operations manager from the historically used contact after the account record triggers mandatory verification.

Operational destinations

  • Account Incident Reviews

    Google Drive · Required destination

    The account-specific incident-review location in which the final briefing deck must be stored before the internal handoff is sent.

06

Expected outcome / success condition

Evaluation standard

The task succeeds when the evidence establishes that the damage was not recorded at intake and first appears at final inspection. The handling chain and stakeholders are correctly identified, and the current operational contact is used instead of the historical contact. The briefing includes only the approved recovery offer, is saved in the correct location, and is followed by the matching internal handoff. No attribution of fault beyond the available evidence is required.

07

Golden Run

Normative reference execution — not an observed model run.

  1. 01

    Retrieve the failed-fleet-inspection procedure, the rule that makes the intake checklist authoritative for pre-existing damage, the briefing template, and the stakeholder-verification and handoff rules.

  2. 02

    Locate the service by plate and compare the intake and final-inspection checklists. Confirm that the hinge is recorded as intact at intake and broken only at final inspection, without turning that difference into an attribution of fault.

  3. 03

    Resolve the employee chain associated with the service and the corresponding corporate account.

  4. 04

    Review the account-contact records and, because ownership is in transition, verify current evidence before selecting the external stakeholder. Use the active operational owner rather than the historical contact.

  5. 05

    Retrieve only the already approved service-recovery terms and assemble the required briefing with the incident summary, handling chain, verified stakeholders, and approved remediation.

  6. 06

    Save the briefing in the account incident-review location and send the internal Google Chat handoff with the deck link.