Execute the repeatable information, communication and document work around less-than-truckload shipments—from pickup and terminal milestones to delivery appointments, OS&D, PODs and defined finance workflows.
Works with permitted shipment and terminal records
Configured to your LTL SOPs
Human escalation built in
Operational scope
The information, communication and document work around LTL shipments moving through a terminal network.
Works across
Permitted shipment and terminal records, operational email, supported phone workflows, documents and finance records.
Completes with
A verified shipment update tied to the right reference—or a decision-ready exception with source evidence.
The operational opportunity
Connect the handoffs around every LTL shipment.
LTL execution is a chain of handoffs rather than one continuous truck movement. A shipment may move from pickup through an origin terminal, linehaul or transfer, destination terminal, out for delivery and final delivery while its status, appointments and documents arrive through different sources.
Operations teams reconcile PRO numbers, bills of lading and customer references, trace missing or conflicting events, coordinate pickup and delivery windows, and assemble evidence for OS&D, accessorial and invoice review.
Shipflow AI Operators use the same controlled execution foundation as FTL workflows, configured for the additional references, milestones and parties in an LTL network. Each operator gathers the permitted shipment context, follows the carrier’s SOP, performs approved communication and system actions, records the source of each confirmed result and escalates work requiring judgment.
Shipflow automates defined information and workflow execution. It does not optimize routes or terminal networks, assign drivers, plan linehaul or dock activity, manage fleet assets, determine claim liability, settle claims or independently approve accessorial charges.
Where AI Operators work
Start with the LTL work your team repeats most.
Many workflows are shared with FTL operations, while the configuration preserves LTL-specific shipment references, terminal milestones, appointment rules and exception paths.
01
Pickup and delivery appointment coordination
Capture appointment requirements, contact designated shipper, consignee or terminal parties through approved channels, and record confirmed windows and service requirements.
Trigger
A pickup request enters scope or a shipment requires a delivery appointment.
Completed outcome
A confirmed appointment is recorded with its source and conditions, or a contact, window or approval exception is routed.
Match updates to the correct shipment using the PRO and approved secondary references, then monitor configured pickup, terminal, linehaul, out-for-delivery and delivery events.
Trigger
An active shipment reaches a configured checkpoint, or an approved source reports a new event.
Completed outcome
The confirmed event, source and timestamp reach the permitted shipment record, or a missing or conflicting event is assigned.
Check expected terminal events and follow the configured escalation sequence when a scan, handoff or departure or arrival update is late, absent or contradictory.
Trigger
An expected terminal event is not present within its threshold, or available sources disagree.
Completed outcome
The approved follow-up is completed, or the owner receives the PRO, latest confirmed event, contact history, evidence and decision required.
Match documents to the shipment, distinguish revisions and duplicates, and validate agreed references, piece counts, signatures, exception notations and readability.
Trigger
A BOL, delivery receipt or POD arrives, or a required document remains outstanding at its checkpoint.
Completed outcome
The validated document is available to the next process, or a precise missing, unreadable or conflicting-document exception is ready for review.
Associate overage, shortage or damage signals with the correct shipment and gather available receipt notations, counts, images and reports without determining liability.
Trigger
A terminal report, delivery notation or approved communication identifies a possible OS&D event.
Completed outcome
A structured evidence package reaches the configured operations or claims owner, with unresolved facts clearly identified.
Associate in-scope charges and supporting documents with the correct shipment, compare them with permitted expected-cost context, and route unsupported, duplicate or out-of-tolerance items.
Trigger
An in-scope accessorial request, charge document or invoice enters the approved finance workflow.
Completed outcome
An eligible invoice reaches the agreed system state, or a discrepancy package is ready for an authorized reviewer.
An in-scope pickup request is linked to a PRO or approved temporary reference and requires appointment confirmation before execution.
01
Establish shipment identity
The AI Operator matches the request, BOL and available references. Ambiguous or duplicate matches go to review.
02
Confirm the pickup
It contacts the designated party under approved rules and records only a confirmed window and service requirements.
03
Follow terminal events
The operator records confirmed origin and transfer milestones with their source. A missing handoff beyond its threshold starts the escalation path.
04
Coordinate an exception
If shortage or damage is reported, the operator preserves counts, notations and available evidence without marking the delivery clean or assigning liability.
05
Close the document loop
The delivery receipt or POD is matched and validated, and any accessorial support is connected before a configured finance step advances.
Milestones, terminal structure, timing, contacts, service requirements, financial rules and available system access vary by carrier and deployment.
Human control
Automate the repeatable work. Keep judgment with your team.
01
Shipment identity and evidence
Use the PRO when available plus approved secondary references; an ambiguous match never proceeds silently.
02
Appointment and contact rules
Define recipients, channels, hours, retry cadence and who may confirm or change a service commitment.
03
OS&D and claims boundaries
The operator gathers and routes evidence; liability, claim validity, reserves and settlements remain with authorized people.
04
System and financial permissions
Reading, preparing, updating, approving and posting are separate permissions.
Shipflow connects approved communication, status, document and TMS actions around a defined result. The carrier determines which source is authoritative and which fields or actions are permitted.
TMS and shipment systems
PRO context, configured events, appointments, document status and expected charges.
Operational communications
Approved pickup, terminal, customer-service and delivery email or supported phone outreach.
Permitted terminal and event records
Only status data made available for the selected workflow and its source rules.
Shipment documents
BOLs, delivery receipts, PODs and in-scope OS&D or accessorial evidence.
Supported phone workflows
Configured outreach and response capture when phone follow-up is part of the SOP.
Internal systems
Custom-built tools with an appropriate interface, identity model and permission boundary.
Define the useful outcome and its denominator before deployment. A sent message, attempted call or extracted field is activity; it is not proof that the workflow finished correctly.
Representative measures
Manual status touches per shipment
Milestones confirmed within the expected window
Time from a confirmed update to the permitted TMS record
Pickup, appointment and no-response cases requiring human action
Time from delivery to an accepted POD
OS&D and delivery exceptions routed with complete context
Invoices completed without intervention where processing is in scope
Common questions
Before you put an AI Operator to work.
What is an AI agent for an LTL carrier?
It is software configured to execute and monitor a defined less-than-truckload workflow. A Shipflow AI Operator gathers the permitted shipment context, follows the carrier’s SOP, takes approved communication or system actions, verifies the result and escalates exceptions.
Is the LTL solution the same as the FTL solution?
They share the same controlled execution foundation and many workflows, including tracking, TMS updates, document processing, exception handling and invoice review. The LTL configuration adds the shipment references, terminal handoffs, appointment rules, status sources and exception paths required by the carrier’s network.
Does Shipflow replace our TMS?
No. Shipflow adds controlled execution around the systems your team already uses. Records, fields, source authority, permissions and supported actions are agreed for each deployment.
Does Shipflow plan linehaul, optimize routes or assign drivers?
No. This solution does not plan linehaul, optimize routes, assign drivers, determine terminal capacity or manage fleet assets. It focuses on repeatable workflow execution around shipment information, communications, documents and exceptions.
Can Shipflow work with PRO numbers and terminal milestones?
Yes, when those references, milestones and data sources are available within the agreed system access. Matching and source-of-truth rules are configured before the operator updates a record.
Can Shipflow coordinate pickup and delivery appointments?
It can capture requirements, contact approved parties and record a confirmed window when those actions are included in the SOP. Service commitments, chargeable changes and unavailable windows follow the configured approval or escalation path.
Can Shipflow handle OS&D or delivery exceptions?
Shipflow can recognize configured signals, assemble the shipment and document context, complete permitted notifications or system steps and route the case to the right owner. Claims, liability, settlements and out-of-policy decisions remain with authorized people.
Can Shipflow collect and validate LTL BOLs and PODs?
Yes, when document sources, shipment-matching rules, required fields, validation checks and destination actions are included in the workflow. Missing, unreadable or conflicting documents follow the configured review path.
Where should an LTL carrier start?
Start with frequent work that has reliable shipment references, clear inputs, a measurable completion point and a known exception owner. Pickup follow-up, status-to-TMS updates, POD processing or a defined exception flow can each provide a bounded first deployment.