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● Business offer — Transport & logistics

The AI agent for transport & logistics: keep the delivery promise, without overloading operations

“Where is my pallet?”, “Why the delay?”, “When is my collection?”: tracking enquiries saturate operations and customer service, especially at peak times. Your AI agent absorbs those repetitive requests — shipment status, disputes, quotes, follow-ups — and passes your teams only the cases that call for a human judgement. Hosted in France, on local inference or an isolated resource: your flows, your customers and your rates stay under control. The operations manager keeps the decision.

Updated on

Deployed in a few weeks
Transport & logistics assistant · hosted in France

Fictional simulation — not a client result

A customer is calling about order EXP-58210 delivered yesterday: they say 2 parcels out of 12 are missing. Can you check before I call back?
Shipment EXP-58210 found. 12 parcels declared, 10 scanned on delivery, proof of delivery signed at 2.32pm with a handwritten reservation “2 parcels missing”.
The 2 missing parcels stayed at the Lyon cross-dock (last scan 6.10am, not loaded). A dispute is consistent — I am preparing the record.
⛓ Sourced · transport management system + round scans + proof of delivery
Open the dispute and propose a reshipment as soon as possible.
Dispute LT-1142 created (partial shortfall, cause: goods left at the Lyon dock). Reshipment possible on tomorrow's 8am round departing Lyon. I have drafted the customer message with the slot and the tracking number.
Before it goes out, I leave you to confirm who bears the cost — a goodwill gesture or a recharge.
✎ Action · dispute + customer message ready — the operations manager approves
Data hosted in France · sovereign model as an option
Data hosted in France
Hosted in FranceAI model called at its publisher, except with the Sovereign model option
Flows & rates protected
GDPR & AI Act: governed deploymentTraceability & human oversight
TurnkeyDesigned, installed and operated for you
The operations manager decidesThe agent carries out what you have authorised

For an organisation established outside the European Union, the law of its own country applies; at its request, we put equivalent safeguards in place (human review before any action, a log of the criteria, information for the people concerned).

✦ In brief

In a transport or logistics company, a Blue Lemon Agent agent absorbs the repetitive tasks — shipment tracking, customer replies, dispute handling, carrier invoices, follow-ups and quotes — drawing on your internal procedures and customs rules. Data hosted in France; the AI model is called at its publisher, except with the Sovereign model option. With that option, your flows, your negotiated rates and your customers' data are never exposed to a foreign service, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. Your operations staff concentrate on the real judgements instead of fielding tracking calls. Live within a few weeks.

100%
hosted in France in the target architecture
0
transfer outside the EU with the Sovereign model option (target architecture)
2
uses ready to deploy on this scope
0
decision with a legal or significant effect taken by an agent

Reference points describing our offer, not results measured at a client. The scale of the gain is confirmed by a pilot on your own scope.

Indicative estimate, to be confirmed by a pilot on your real files (general terms of sale, article 4).

Pricing

One agent, two packages

A tracking and customer support agent (shipments, disputes, quotes), installed and operated for you. Choose according to how you work. Prices exclude VAT — annual subscription, the time it takes for the gains to settle in.

Agility

Setup + controlled subscription

2,040 € excl. VAT setup
then 249 € excl. VAT/month — you invest at installation and pay a reduced subscription. Ideal for keeping the cost under control over time.
  • Installation, configuration and training for your teams
  • Operation, human oversight, updates and support
  • Hosting in France, a dedicated and isolated resource
Order →
The simplest Serenity

All inclusive, no setup fee

364 € excl. VAT /month
all inclusive, immediate start. No upfront investment: a single subscription. Ideal for starting quickly and simply.
  • Setup included (installation, configuration, training)
  • Operation, human oversight, updates and support
  • Hosting in France, managed end to end
Order →
100% Sovereign

On site, you own it

3,810 € excl. VAT setup
then 349 € excl. VAT/month · + hardware from 1,058 € (one-off purchase, in addition) — a sovereign computer installed on your premises, maintained remotely. Models run locally, your data returned at the end of the contract.
  • Hardware installed on your premises (you own it)
  • French / European AI models run locally
  • Secure remote maintenance (Pro support included)
Order →
Included in the package: hosting and AI consumption up to the volume of your capacity tier, in documents, exchanges, tokens and storage; beyond that, re-invoiced at real cost with no margin, tracked in your client area as usage statements are issued. Maintenance and supervision subscription for an initial term of 12 months for the Agility package, 24 months for the Serenity package and 36 months for the 100% Sovereign package, renewable; support levels (SLA 72 h / 24 h / 4 h) optional. Bespoke development, additional integrations or exceptional volumes are quoted separately. Support Monday to Friday, 9am to 6pm. Prices exclude VAT.
AI model: none of the AI models offered currently carries a fixed surcharge. When the selected model carries a cost, that cost is shown when you choose it, before you order, and re-invoiced at the cost incurred, with no mark-up; usage is billed at the publisher's price. Publishers' prices are published in US dollars: the amount re-invoiced is the amount in euros actually borne by Blue Lemon Agent on the publisher's invoice, at that invoice's exchange rate, with no commission or mark-up.
Included components and additional components Components included in the base offer: the Blue Lemon Agent software foundation, the AI models listed in the order journey, the standard channels (Microsoft Teams, Slack, WhatsApp Business, email, website chat, calendars, Microsoft 365 / Google Workspace, file storage, market VoIP telephony, professional social-media pages and accounts, Google Business Profile), hosting for the package chosen, in France by default, backups, supervision, updates and support. If adapting the AI agent to your constraints, your needs or your requests requires other paid components — a third-party publisher's software licence, paid API access to one of your applications, hosting of health data, for which French law requires an HDS-certified host (art. L. 1111-8 of the French Public Health Code), SecNumCloud-qualified hosting, a speech synthesis service, particular hardware —, they are offered to you as an option or on quotation and re-invoiced at the cost incurred; nothing is committed without your written agreement. Where the artificial intelligence model you choose entails an additional cost, that cost is shown to you before you order and re-invoiced to you at the cost incurred, with no margin.
What to expect
Go-live 2 to 3 weeks
Agent designed, channels connected, team trained.
Steady state 4 to 7 weeks
After a few weeks of real use, once the agent's behaviour matches what you expect. Indicative estimate, adjusted to the options you keep. It is not a delivery commitment.
Use cases

The uses of AI in transport & logistics

Here are the capabilities included in the agent, then the neighbouring agents that can be added to it. The agent carries out by itself what you authorise it to do; you decide what it does on its own and what it submits to you, and the operator keeps the decision.

Included in your agent The 2 capabilities essential to this promise are included, at no extra cost.
From 249 € excl. VAT / month

Shipment tracking

Answering “where is my parcel?” instantly by email, chat or portal: status, estimated arrival, proof of delivery — without tying up operations.

Quote requests & collections

Qualifying incoming requests (origin, destination, volume, lead time) and scheduling the collection or the sales meeting.

Controls and safeguards These 2 controls are built into the agent: they frame what it does, whatever plan you pick. They are not chosen and are not added to your order.
Human oversight, costs, quality, incidents and safe stop Explain alerts, scenarios and operational trade-offs
What the agent must be connected to These 3 connections are required for the agent to work. They concern your information system and are scoped during the audit.
Handoff contracts, least-privilege permissions and shared context Connect ERP/WMS/MES/IoT without creating double entry Honour constraints, statuses, approvals and error recovery

Need to go further?

These agents handle a different business process, with their own owner and their own price. They are added to this one.

Chasing unpaid invoices

Chasing overdue transport invoices in multichannel sequences, restating the delivery note and the contract — to protect your cash flow.

Debt collection agent (multichannel sequences) from 307 € excl. VAT / month Debt recovery →

Tender responses

Preparing responses to logistics tenders and framework contracts: reusing your templates, specifications and references, for approval.

Tender response agent (drafting) from 354 € excl. VAT / month Tenders →

Project tracking

A project does not derail all at once: it slips from one deadline to the next, and you notice at the review meeting.

Project tracking agent (tasks, deadlines) from 259 € excl. VAT / month Discover the agent →

AI knowledge base agent

The information exists in your company — but it is scattered across procedures, contracts, an intranet and the memory of a few people.

Document agent (FAQ, knowledge base) from 353 € excl. VAT / month Discover the agent →

AI agent for invoice processing

Entering, matching, getting approval, paying: processing supplier invoices is a repetitive, high-volume process that invites mistakes.

Automated invoice processing agent (P2P) from 506 € excl. VAT / month Discover the agent →

End-to-end sales

A sales cycle chains together prospecting, qualification, follow-ups, sending materials and preparing the decisive meeting.

Autonomous sales agent (prospecting → closing) from 317 € excl. VAT / month Discover the agent →

AI sales & CRM agent

Every salesperson knows it: the CRM is never really up to date.

Sales agent (meeting notes, follow-ups, CRM) from 307 € excl. VAT / month Discover the agent →
Does your need fall outside this?

In 30 minutes we identify the most relevant agent — without oversizing the project.

Build your agent
Demonstration

See the agent at work

5 everyday situations, taken from those that come up most often. Pick one: the exchange unfolds as it would in your organisation.

A scripted demonstration. These exchanges show how the agent behaves — its sources, its refusals, what it leaves to your teams. Nothing is sent from this page, no model is queried here, and the matters named are fictional. That is precisely what we promise your data. The behaviours shown here — monitoring, automation rules, routing and reminders — are configured with you during deployment, from your tools, your rules and your thresholds. The architecture points named in these exchanges — location, local execution, isolation, encryption, role-based access, logging — are not a guarantee attached to the demonstration: they are those of the architecture set out in your quotation, and verified before commissioning.

Transport & logistics assistant · hosted in France

Fictional simulation — not a client result

Four files taken in hand this morning, with no request from you — each one still inside its useful window.
· 47 delivered shipments are waiting for their proof of delivery to be scanned, 12 of them for more than 30 days. That proof is what wins a claim: next turn I tell you which ones can be recovered, and in what order.
· A haulier has been working for 9 days on a goods insurance certificate that lapsed on 29/07, across 14 consignments. The request for an up-to-date certificate is already written: he is covered again the moment he sends it back.
· Eight lines on a haulage invoice exceed the agreed rate by 12%, all with the same subcontractor — caught before payment, so still negotiable.
· Your operating licence comes up for renewal in 47 days, and the financial standing evidence takes your accountant three weeks: 26 days of margin, and the request goes out today on one word from you. morning-watch_4-flags.pdf4 flags · shipments and consignments concerned
⛓ Source · proofs of delivery, subcontractor certificates, haulage invoices, regulatory deadlines
The 47 proofs of delivery — can we still get them?
35 of 47, and I will tell you which come first — because the clock is not the same for all of them.
What I found:
· 35 exist on paper with three of your drivers, according to their run sheets. They are to be scanned, not reconstructed.
· 12 exist nowhere: no scan, no paper reported.
The order that matters: of the 12 that cannot be found, three relate to shipments the customer has already disputed. Those are the ones that cost today, not in thirty days.
For the 12 that cannot be found, I have prepared the only route left: a request to the customer for a delivery confirmation, drafted for each of the 12, with the date, the consignment and the recipient's name. It works, and it has a price: it means asking the party disputing to acknowledge receipt. So it is a commercial decision, and it gets signed — I have ranked the 12 by amount at stake and by age of the relationship, the three already-disputed shipments first. You point at one, two or none; the messages go out within the minute.
The list is sorted by claim deadline, with the three urgent ones first. proofs-of-delivery_47-missing.pdf35 recoverable · 12 not found, 3 urgent
⛓ Source · shipments, run sheets, open claims
How did you spot all that? And who do you tell?
I watch, continuously, what you have opened to me: delivered shipments against their scanned proofs, your subcontractors' certificates and their validity, haulage invoices against agreed rates, and your regulatory deadlines. A proof missing, a certificate expiring, a rate drifting, a licence approaching — I say so, I do not wait to be asked.
Routing follows your organisation: the missing proofs to operations, with the three drivers named in the message addressed to them and nowhere else; the uninsured haulier to the haulage manager and the director, because it is a company risk; the invoice to purchasing; the licence to the director, copied to the accountant.
With a chase: 12 h on the uninsured haulier — every run adds consignments; 48 h on the proofs; 7 days on the rest. Then a weekly summary: by subject, never by driver.

What this arrangement gives you, in figures. This morning's four flags arrived with their file already built: the 47 proofs sorted by claim deadline, the uninsured haulier with his 14 consignments and the certificate request already written, the 8 invoice lines with the gap to the agreed rate line by line, and the licence renewal with the list of supporting documents to request from your accountant. Stopping a haulage job, settling an invoice, closing a claim: those three are signed, because they commit the company towards a third party. I build each one in full and hand it to you ready — you decide on a complete file, in minutes, instead of rebuilding it over two days. An arrangement made by word of mouth on the dock enters the file as soon as I am told: one line is enough, and from then on it counts as a document, dated and attributed, like everything else.
✎ Proposal · watch and chases to be configured — you set the thresholds
And the quote requests that trickle in? We answer when we can, and we lose business.
486 quote requests over the quarter, qualified on arrival against four points: origin, destination, volume, deadline.
Without those four, a quote gets redone twice. 312 requests carried all four; for the other 174, the missing question went back within the minute, in one sentence, and 149 answered within 24 hours.
· 361 fall inside your rate card — groupage, pallet, part load on your regular lanes. The quote goes out priced, with the transit time and the applicable conditions. Average response time: 4 minutes, against 1 day and 3 hours before.
· 125 fall outside it — out of gauge, regulated goods, destinations off your lanes, or volumes that warrant a negotiation. Those become a prepared sales meeting: the file reaches the salesperson with the four points, the customer's history where there is one, and the estimated cost of the lane.
Collections are planned straight away, not by hand: 212 collections booked over the quarter, each with its slot, the dock or loading address, the equipment needed — tail lift, pallet truck, straps — and the driver whose round already passes nearby. 34 were merged into an existing round, saving 610 km over the quarter.
What went wrong, and how I closed it: 19 collections were booked on a vehicle with no tail lift when the customer has no dock — 19 wasted journeys in three weeks. I was reading the round and not the vehicle record. Loading equipment is now a condition of the booking: a collection with no compatible equipment is not booked, it goes back to operations with the two vehicles that could take it. No wasted journey across the following 96 collections.
⛓ Sourced · rate card, route plan, vehicle and dock records
Data hosted in France · sovereign model as an option

Your case is not here? That is exactly what a 30-minute conversation is for. Discuss your project →

How it works

The stages of your AI agent project

1

Audit & scoping

30 minutes to target the use case with the best return.

2

Quote or direct sign-up

A catalogue offer is bought online; a specific need gets a costed quote.

3

Design

We design the agent and its guardrails.

4

Integration & testing

We connect your tools to the agent, which is itself hosted in France.

5

Rollout

Going live and training your team.

6

Operation

Continuous supervision and improvement.

The context

Why AI matters to transport — and why the sector hesitates

Shippers and consignees want real-time visibility and immediate answers, while margins stay tight and operations are short-staffed. But flows, negotiated rates and customer data are among a carrier's most strategic information.

! The issue

Operations are caught between customers demanding tracking to the minute and a load of calls and emails that explodes at the slightest hitch (delay, shortfall, delivery by appointment). Yet plugging in a consumer AI tool often amounts to entrusting your transport plans, your negotiated rates and your customer file to a third party, generally hosted outside Europe and subject to the Cloud Act.

✓ Our answer

AI is only of interest to a carrier if it is sovereign and confidential by design. Local inference or an isolated resource hosted in France, systematic human oversight, decisions reserved to the operations manager: the time saved on tracking and disputes is never paid for in lost confidentiality. The aim is not to replace your teams, but to take the noise off them so they can keep the delivery promise.

The decisive point

Confidentiality of your flows and your rates: sovereignty & compliance

A carrier handles strategic data: transport plans, negotiated rates, customer files, sensitive goods. Here is how the architecture of our agents protects it, flow by flow.

Local inference

With the 100% Sovereign package, the agent runs on a machine belonging to the company: no flow or customer data leaves the network, nothing passes through a cloud.

Hosting in France

Otherwise, with the Agility and Serenity packages, a dedicated, isolated resource hosted in France, under French law: data hosted in France; the AI model is called at its publisher, except with the Sovereign model option.

Reduced extraterritorial exposure

Architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity for your flows and rates: our architecture stays out of the American hyperscalers' reach, even when hosted in Europe.

One isolated resource per company

No pooling: your negotiated rates and your customer file live in a strictly dedicated environment.

Encryption & controlled access

Encryption in transit and at rest, role-based access (RBAC), strong authentication and logging.

AI Act: governed deployment

The agent carries out what you have authorised; no dispute or credit note approved automatically; traceability and human oversight from end to end.

What depends on the architecture chosen These points are not general guarantees: they are settled deployment by deployment, in the quotation.

  • The applicable location is that of the architecture set out in the quotation and verified before commissioning.
  • Local execution is announced only for the configuration explicitly described and accepted in the quotation.
  • The applicable isolation depends on the deployment mode set out in the quotation; no dedicated isolation is presumed.
  • The encryption mechanisms in transit and at rest, their components and key management are those documented for the architecture chosen.
  • Roles and permissions are configured and accepted for the identities and systems actually connected.
  • The events logged, their content, their retention period and who may access them are defined for the deployment chosen.
For the most sensitive flows and data, SecNumCloud and reinforced hosting options are available depending on your requirements. A single architecture is designed to answer both the GDPR and extraterritorial exposure. Designed for deployment in line with the GDPR and the AI Act, after the processing, roles and context-specific risks have been assessed.
The gain

How much time can an operations team win back?

By automating tracking replies and the opening of disputes, an operations team can aim for a reduction by half in time spent on repetitive enquiries — reinvested in handling incidents and in the shipper relationship.

Answering a shipment tracking request
Today · done by hand
Near-instant
Opening & qualifying a dispute
Today · done by hand
Prepared by the agent, to approve
Checking a haulage invoice
Today · done by hand
Automatic
Qualitative, non-contractual comparison: the proportions shown illustrate the shift of the work towards review, they represent no measurement. Every output of the agent is reviewed and approved by a competent person.
Indicative estimate, to be confirmed by a pilot on your real files (general terms of sale, article 4).
Our commitment

Four guarantees that matter to a carrier

With 100% Sovereign, your flows and rates never leave the companyData hosted in France on an isolated resource; the AI model is called at its publisher, except with the Sovereign model option. With that option, no transport plan or customer file entrusted to a foreign third party.
Data in France, under French lawYour flows and rates: minimisation and location in France, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
The operations manager keeps the decisionThe agent prepares verifiable replies, disputes and follow-ups; no goodwill gesture or credit note is automated.
Human oversight & traceabilityShipment tracking: every change to the service is logged.
Frequently asked questions

Your questions, our answers

Can the AI agent really answer tracking requests on its own?
Yes, for the vast majority. Connected to your transport management system and your round scans, the agent finds a shipment's status, the estimated arrival and the proof of delivery, then answers the customer by email, chat or portal. Complex cases (a dispute, a goodwill gesture) are prepared and then passed to an operations manager who decides.
Are my flows, my negotiated rates and my customer file protected?
Yes. This is strategic data: our agents run locally within the company or are hosted in France, with the deployment objective of processing and access operated within the European Union and an architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. Your environment is never pooled.
Does the agent connect to my transport or warehouse management system?
Yes. The agent interfaces with your existing tools (transport and warehouse management, tracking platform, email, ERP) and complements them, without imposing a migration. Your operators query it from Microsoft Teams, Slack or their email, and your shipper customers reach it on WhatsApp Business or your website chat. These connections rest on open standards, including the MCP protocol, and are included in every plan, at no extra cost, within the number of connections set out in your agent's quote; the catalogue grows without a surcharge. Only the fees charged by third-party platforms — WhatsApp Business bills per conversation — are passed on to you at cost, without margin, outside the subscription.
How does the agent handle disputes and damage?
It qualifies the dispute (shortfall, damage, delay), gathers the available evidence (scans, photos, reservations, proof of delivery), creates the record and proposes an outcome. The decision — reshipment, credit note, who bears the cost — is always approved by operations.
Can it help with customs and regulatory procedures?
Yes, on the documentary and procedural side. From your internal reference material, it finds the right procedure, the right transport document and the applicable rules, and prepares the answers. It assists your declarants; it does not take over the company's regulatory responsibility.
Do you have to be a large transport group to equip yourself?
No. The offer suits a regional carrier or a freight forwarder just as well as a multi-site logistics provider.
Does the agent state that it is an artificial intelligence?
Yes, from the very first interaction, and this is not a configuration option: since 2 August 2026, Article 50(1) of the European AI Regulation requires that any person interacting with an AI system be informed, unless this is obvious. The announcement is built into the greeting, in the other party’s language, and they can ask for a human at any time.
How long does it take to deploy an agent?
A few weeks as a rule, after a 30-minute meeting with our sales team that identifies the use case with the best return, then a phase of design, integration and testing before going live and training your teams.
Available agents

23 AI agents Blue Lemon Agent deploys for this scope

AI customer support agent for small businesses → Answering your customers' frequent questions; Order, quote & case tracking; Level 1 resolution of everyday requests; Esc… Tier-1 customer support agent (website) → FAQ chatbot, human escalation, messaging channels included at no extra cost. Customer review reply agent → Brand tone, moderation. Order-taking agent (retail/restaurant) → Menu/catalogue, basket. Recurring appointment scheduling assistant → Diary, reminders. Accounting agent (summaries, anomalies) → Accounting connection, alerts. Tier-2 customer support agent (diagnosis) → Technical base, escalation. Project tracking agent (tasks, deadlines) → Project management integration. Logistics / round planning agent → Constraints, simple optimisation. Quality agent (non-conformity tracking) → Quality base, alerts. Stock management agent (alerts, restocking) → Stock integration. Meeting summary + action tracking agent → Transcription, CRM/tasks. Client accounting support agent (practice) → Base, multi-client. Omnichannel customer relations agent → Email/chat/phone/CRM. Logistics planning & optimisation agent → Constraints, optimisation. Large-scale customer service multi-agent system → Omnichannel, high volumes. Forecasting and planning → Footfall, demand for benefits, resource allocation. Anomaly and fraud detection → Tax, social security, grants. High risk (AI Act): human control. Campaign watch & reporting → Media/competitor watch, performance tracking and automated client reporting. Level 1 client relations (banking, finance, insurance) → Level 1 client relations; request qualification and routing; sensitive cases set aside and handed back to the adviser; p… Firm memory and client reception (law firms) → Firm memory; client reception and relations, under the lawyer's validation. Firm memory and client relations (accounting firms) → Firm memory; client relations, under the accountant's validation. M57 supporting documents and entries control → M57 entries and payment orders: supporting documents, consistency, anomalies and gaps, reminders, dashboards and contrac…

See all 171 catalogue agents and their pricing →

Let's talk

Let us estimate the potential in your operations

30 minutes to identify the use case with the best return — hosted in France, supervised, with no commitment.