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AI workforce orchestration · Use case

Give delayed deliveries a clear next step

Help operations turn a delayed or failed delivery into a clear recovery plan. Bring tracking information, customer updates and the next action together, with people approving costs and exceptions.

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An AI specialist and human owner coordinate a business request and its next action.
AI roles · Connected work · Your people
WHAT STARTS THE WORK

A confirmed carrier event reports a delayed or failed delivery.

AI AGENTSWORKFLOW STEPSHUMAN DECISIONS3 roles, defined access6 stages, each with an owner2 decision owners1DetectException classifier2Assess impactException classifier3Prepare an updateShipment status worker4Assemble recoveryRecovery coordinator5AuthoriseDispatch supervisor6Confirm and closeRecovery coordinatorShipment status workerException classifierRecovery coordinatorDispatch supervisorFreight specialistCONTROLS AROUND EVERY STAGE4 operating rules · 4 decision rules · 4 channels · records to verify

AI agents

  • Shipment status worker
  • Exception classifier
  • Recovery coordinator

Human decisions

  • Dispatch supervisor
  • Freight specialist

Workflow steps

  1. DetectException classifier
  2. Assess impactException classifier
  3. Prepare an updateShipment status worker
  4. Assemble recoveryRecovery coordinator
  5. AuthoriseDispatch supervisor
  6. Confirm and closeRecovery coordinator

4 operating rules · 4 decision rules · 4 channels · records to verify

Illustrative design. Systems, permissions, human coverage and outcomes must be configured and validated for your deployment.
THE RESULT TO CHECK

A supervisor-reviewed recovery step, an accountable owner and a recorded next action. Unconfirmed system updates remain open.

On this page

The operating problem

When a delivery is late, customers want an update while dispatchers search tracking events, driver notes and previous messages. This blueprint brings the available facts into a reviewable case, prepares an update from approved guidance and gives recovery decisions to the responsible dispatcher. Start with one carrier connection and exception type; confirm data freshness, contact permissions and human handover before enabling outbound updates.

  • A customer may report a delay before the dispatch team has enough information to explain it or arrange the next step.
  • Dispatchers reconcile tracking events, driver updates, and inbound calls manually, with no single view of what the customer has been told.
  • Status answers vary by who picks up, because the authoritative event sits in a system the agent is not looking at.

Who handles the work

Example division of work between AI workers and your team.

AI worker

Shipment status worker

Prepares a plain-language update from available, approved carrier information and identifies missing details.

  • Status communication
  • Acts within policy — may only state live tracking events, never an estimate
AI worker

Exception classifier

Uses connected carrier information to suggest an agreed exception category; uncertain or sensitive cases go to a person.

  • Exception classification
  • Acts within policy — classifies and records, does not remediate
AI worker

Recovery coordinator

Assembles the recovery options and confirms the consignee’s preference and availability.

  • Recovery case assembly
  • Acts with approval — no action with a cost attached proceeds alone
Human owner

Dispatch supervisor

Authorises reroutes, redeliveries, and compensation, and owns priority calls when capacity is short.

  • Cost and priority authority
  • Full authority
Human owner

Freight specialist

Takes regulated, damaged, and temperature-sensitive consignments where the handling rules are specific.

  • Regulated and damaged freight
  • Full authority

How the work could flow

Use this sequence to agree the workflow and test each step before launch.

01Exception classifier

Detect

Has this shipment deviated, and into which exception class?

02Exception classifier

Assess impact

What is at risk — an SLA, perishable goods, or a priority consignee?

03Shipment status worker

Prepare an update

Is the information current enough, is contact permitted, and should a person review this update?

04Recovery coordinator

Assemble recovery

Reroute, redeliver, hold for collection, or investigate — and what does it cost?

05Dispatch supervisor

Authorise

Is this action within threshold, and is it the right call given remaining capacity?

06Recovery coordinator

Confirm and close

Are the consignee, the shipper, and the tracking record all consistent?

Decisions your team keeps

Proposed operating requirements to configure and verify, including what happens when a system or human handoff is unavailable.

  • Live tracking events are the only permitted source for a status claim; no worker infers or estimates a delivery time.
  • Reroutes, redeliveries, and compensation require supervisor authorisation before they are offered.
  • Regulated, damaged, and temperature-sensitive freight routes to a specialist rather than a standard recovery path.
  • Configure and test escalation for priority consignments, including what happens when no specialist is available.
  • Tracking events as the single source of truth for every status statement.
  • Approval thresholds on all recovery actions with a cost attached.
  • Validate specialist handover for priority and temperature-sensitive freight before including those cases.
  • Agree which messages, decisions and approvals must be recorded, then verify that the required records are available.

Systems & channels

Systems to connect

Scope these around the selected implementation.

  • Transport management system
  • Carrier tracking and EDI feeds
  • Warehouse management
  • CRM or shipper portal

Channels to evaluate

Select and validate the required provider pathways.

  • SMS
  • Voice
  • Email
  • WhatsApp

What to measure

Pilot measurement definitions, not claimed customer results.

Told before they asked

Proactive share

Measures how many exceptions were communicated outbound before an inbound contact, which is the metric this blueprint exists to move.

Inbound per exception

Chase-call volume

Compare inbound contacts per exception before and during the pilot. Include inaccurate notifications and repeat contacts when deciding whether outbound updates help.

Approved actions

Recovery cost per exception

Tracks what reroutes, redeliveries, and goodwill actually cost by exception type, which is what tells you where the approval thresholds belong.

A bounded rollout

01Weeks 1–2

Inbound status on one lane, read-only

Test status answers for one lane using an approved carrier source. Include stale, missing and conflicting events; review answer accuracy before enabling write actions or outbound contact.

02Weeks 3–4

Proactive exception notification

Test permitted outbound updates for one exception type. Compare repeat contacts, incorrect updates and time to human handover with the current process before expanding.

03Week 5+

Recovery assembly with approval gates

Let the coordinator assemble recovery options and confirm consignee preference, with every costed action authorised by a supervisor. Threshold data then tells you where the limits belong.

Questions about this workflow

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