Logistics and transport: an AI-era approach to event capture and proof of delivery

The operating job in one sentence

A logistics or transport business commits to a movement before it knows what the day will look like, then spends the day reconciling that commitment with what happened. Every other system question follows: who was told, what was recorded, what can be proved afterwards, and what gets invoiced.

The workflows a project touches

A first project cuts into this sequence. Scope which steps it owns before choosing software.

1. Booking or order intake. A movement request arrives by portal, file, email or API and becomes one record with an identifier the customer can be told.
2. Planning and assignment. The movement goes to a vehicle, driver, carrier or subcontractor, against capacity and the promised window.
3. Dispatch. The assignment reaches the person who will perform it, in a form usable in a cab, and is acknowledged.
4. Execution and tracking. Position, status and time-stamped events flow back, and whoever asks reads the same state.
5. Exception handling. A failed attempt, delay, damage, refusal or address change is an event with a reason, not a phone call.
6. Proof of delivery. Signature, photograph, scan or code, attached to the shipment record at the event.
7. Reconciliation. Agreed movements matched against performed movements and what each carrier reports, with the difference explained.
8. Reporting. Service performance, exception causes and compliance status, from recorded events, not a rebuilt spreadsheet.

Steps 1, 7 and 8 share mechanics with procurement, inventory and back-office reconciliation, in ERP and back-office operations. Step 5 and the status-question volume in step 4 are customer support automation. Passenger seats sold by date follow the booking mechanics on travel and hospitality, perishable-product movement between a plant and an outlet is scoped on food, beverage and agriculture, and moving a vehicle or a parts shipment to a dealer or a fleet customer is automotive dealers and fleets.

Current pressures

Pressures operators describe in 2026, each a failure mode rather than a call to modernise.

Data and regulatory constraints

Three constraints reshape the data model before any feature is designed.

• Telematics data is personal data about a named worker. Position, speed and driving-hours records identify an individual. In several jurisdictions their use requires consultation with employee representatives before deployment.
• Customs and dangerous-goods documents must be reproducible. Retention is set by the regime, and the record has to be retrievable in the form it was filed.
• Carrier contracts restrict data sharing. What you may pass to a customer about a subcontracted leg is a contractual question before it is a technical one.

The usual integrations are telematics devices, carrier and courier APIs, electronic data interchange with larger counterparties, a mapping and routing provider, an ERP or finance system, and a customer portal, each with a named owner and a defined behaviour when it fails.

Where does each job route to a Netbase capability?

Match each job to the capability that owns it, then combine two for a first milestone.

Most projects are agreed as fixed-scope contracts after discovery. Milestone acceptance is on the project delivery page, evidence labelling on the methodology page. The dispatch, execution and reconciliation sequence itself is scoped as the dispatch and delivery tracking workflow; other service shapes are under services.

Which published work sits closest to logistics?

Netbase has delivered projects for clients in manufacturing and logistics, and, with a local Odoo implementation partner, has customized Odoo in Vietnam for trading and distribution companies and a postal-service helpdesk; none of those clients is named, so the fit for your dispatch, tracking or proof-of-delivery workflow is tested in discovery. The Odoo implementations record states that scope and its limits.

A published record shows the shared mechanics. Since 2020 Netbase has worked as offshore development and managing partner on a multi-tenant cloud ERP platform for a US client who is not named; its 2020-2023 first phase covers customer records, messaging, HR, custom workflows and API integrations on AWS. A retail phase was planned work when that profile was written, and is not presented as delivered. Procurement, inventory and reconciliation there are the same mechanics as booking intake, capacity assignment and carrier reconciliation here: a record several parties write to, an event log that has to survive a dispute, and a monthly match between agreed and actual — the mechanics a first lane milestone reuses. The full record is the multi-tenant cloud ERP platform page. Netbase's wider base of more than 500 clients, in the United States, Europe and Asia-Pacific and mostly outside Vietnam, is company scale rather than carriers or shippers, and no project or country counter is published.