LEONIndependent FDE
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Work & case studies

Give each shipment exception a clear next owner.

Reconcile order and carrier events, then route a factual exception with the right evidence.

Illustrative capabilities to assess and scope together. These are not claims of completed client work or guaranteed commercial results.

01Logistics · Exception handling · Synthetic workflow demo

Give each shipment exception a clear next owner.

Reconcile order and carrier events, then route a factual exception with the right evidence.

The work that gets stuck

Teams check multiple portals and chase the same late shipment twice. A status label alone does not explain the source, age or next decision.

Who it is for

Logistics operations, customer support and warehouse coordinators.

What goes in

  • Order IDs, permitted carrier events and warehouse records
  • Service rules, escalation owners and allowed actions

What comes out

  • A deduplicated exception queue with source timestamps
  • Reviewed next actions and an auditable resolution record
  1. 01
    System

    Match the shipment

    Join records using a stable order and shipment identifier.

    Input
    ORD-1042; parcel P-208; two source events
    Output
    Matched record; source times preserved.
  2. 02
    AI

    Describe the exception

    Separate observed status from a possible cause.

    Input
    Carrier: delayed; warehouse: dispatched
    Output
    Delay observed; cause not established.
  3. 03
    Human

    Choose the next action

    Operations checks the evidence and policy.

    Input
    Event timeline + service rule
    Output
    Ask carrier for an update; no replacement authorized.
  4. 04
    System

    Route and record

    Create or update the existing exception item.

    Input
    Key P-208:delay:event-7
    Output
    One assigned item; previous decision stays visible.
  5. 05
    Human

    Confirm closure

    The owner checks the new event and outcome.

    Input
    Carrier update + delivery evidence
    Output
    Close if resolved; otherwise escalate with the same history.

Where a person decides

Operations chooses the corrective action. Refunds, replacement shipments and customer promises stay with their authorized owners.

When the workflow pauses

No stable shipment ID, stale events or conflicting scans go to source review. Similar names are not enough to join two records.

What a pilot must prove

  • Only records with verified matching identifiers are joined.
  • The same exception is not created twice for one source event.
  • The owner can see evidence, age, decision and closure status.

What your team receives

  • Event mapping and exception rules
  • Routing table and reviewed message templates
  • Reusable Skill, deduplication keys and resolution runbook
Discuss your workflow

Work & case studies

See the work move.

Six concrete starting points. Follow the source, the decision and the handover your team would own.

01Commerce · Catalog operations
Synthetic workflow demo

One product source. Several local markets.

Turn approved product information into market-specific listing drafts, then publish through an agreed account workflow.

Explore the workflow
02Growth · Advertising operations
Synthetic workflow demo

A measured advertising adjustment loop.

Turn an agreed monitoring window into evidence, a proposed change and a reviewed result.

Explore the workflow
03IT · AI infrastructure
Synthetic workflow demo

Make AI access something IT can manage.

Bring company-owned seats, approved APIs, usage and operating procedures into one accountable setup.

Explore the workflow
See all six workflows

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Which workflow deserves a closer look?

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