Alerts from the depots and haulers become action

The problem

What moves the day does not come through the system.

Each of those messages lands in a group where whoever can read it does, whenever they can. Half get handled late and a good share get handled twice, by two people who did not know about each other. Nobody holds the consolidated picture, and decisions get made on whatever each person managed to read.

• It comes by messaging and email: the truck that did not leave, the order that arrived short by forty cases, the large customer changing tomorrow, the depot out of empty containers.
• Each message lands in a group where it is read by whoever can, whenever they can.
• Half get resolved late. Another part get resolved twice, by two different people who did not know about each other.
• Nobody has the consolidated picture of the network, and decisions are made with whatever each person managed to read.

How it fits the IRIS system

Connect in chaotic-sources mode — iLEAN in silent copy, twenty-four hours.

iLEAN silently copied in, around the clock. Connect in messy-sources mode puts iLEAN silently on those channels: a dedicated mailbox and a business messaging number in the operational groups. The moment a message lands it extracts intent — shortage, delay, order change, transport incident, container shortfall — and the entities: which depot, which route, which product, what quantity, which customer. It returns the action, not the alert. Cross-checking against live orders and real network inventory turns the alert into a concrete action for the right role. It is not a reminder that a message arrived: it is reassigning the route to the neighbouring depot that does hold that format and does cover today's order. And the incident is recorded, so it still exists tomorrow.

The problem in a network of dozens of nodes is not lack of information: it is that there is too much of it, unconsolidated. What changes is not that it arrives sooner, it is that it arrives once, cross-checked and with a traced decision behind it.

See the full IRIS architecture →

Before and after

Today's network versus a network with shared memory

Aspect	Today	With iLEAN Connect
When an alert is read	When somebody opens the group	At second zero, twenty-four hours
Latency to action	2-4 hours	Seconds
What it is checked against	What each person remembers	Live orders and inventory
Double resolution	Frequent, by two people	Impossible: the decision is traced
Consolidated picture of the network	Does not exist	One
Who decides	Whoever reads it first	The manager, with the proposed action in front of them

Impact estimate

Estimated impact — to validate with your own numbers.

The block below is an estimate to be validated against your plant's actual data. We put it forward so the committee has an order of magnitude; we refine it during the assessment.

• Estimated payback 3-7 months.
• Stockouts avoided from lack of coordination between depots.
• Urgent freight that stops being needed.
• From dozens of parallel conversations to a shared memory across the network.

The return sits in the stockouts avoided through better coordination and in the emergency freight that stops happening. The network moves from dozens of parallel conversations to one shared memory. Estimated payback between three and seven months depending on incident frequency and number of nodes. Estimate to be validated.

And the fair question from the production manager

«Are you going to read my team's groups?» — no. iLEAN sits in copy on a dedicated mailbox and a company messaging number: it only sees what is sent to those operational channels. On extraction, classifying the intent of a logistics message is an anchored task and the best models drop below 1.5% error [1] — and the action is executed by a person.

^[1] OpenAI paper "Why Language Models Hallucinate", 2025 — on the reliability of AI in anchored tasks.