Logistics

Logistics Risk Management Agent

A contractual penalty is weeks in the making. But one figure is on the shipment dashboard and the other in the file.

Spots operational and financial risks early.

Open agent
Public administration

Four processes that take up the most time today

Developed in Germany · Hosted in the EU

Developed in Germany · Hosted in the EU or on-premises

Delivered together with

STACKIT Sovereign hosting in Germany, single-tenant from the first user.
Rödl Legal, tax and compliance expertise for legally sound deployment.
4P Consulting Advisory and implementation for the public sector, starting with the AI readiness assessment.

Three late deliveries in a month add up to a penalty; on the shipment dashboard they appear as three isolated cases.

The delay is in the TMS, the service commitment in the contract, the outstanding receivable in the ERP. For the risk meeting, the risk manager pulls the month's cases, finds the relevant clause for each customer and counts how many late deliveries it takes before the clause bites. By the time that is done for every contract, the next month has begun.

37late deliveriesIn August, 37 shipments miss the committed delivery time.
14contracts affectedThey are spread across 14 customers with different service commitments.
3late deliveries before a penaltyContract 5137/26 provides for a penalty from the third case in a month.
5 daysmanual matchingThat is how long it takes to match the cases to the clauses and recount the thresholds.

When shipment data, contract clauses and outstanding receivables come together in one profile, the risk analysis is finished 40% faster.

This agent's headline figure is 40% faster risk analysis. The 37 late deliveries across 14 contracts and the five days of manual matching represent an average month in contract logistics; they are not measurements.

Three steps through the process.

Operations management decides whether a contract is escalated; the agent provides the risk profile for that decision, complete with shipment numbers and clause.

Match delays to contracts

The agent reads the month's deliveries from the TMS and assigns each to the customer's contract. For each delivery it records the shipment number and the deviation from the commitment.

August 2026, 37 deliveries late against commitment, 14 contracts affected

Recount cases against each clause threshold

For every affected contract, the agent locates the service commitment and the penalty clause. It counts the cases against the threshold and shows how many more it would take to trigger it.

Contract 5137/26: 3 of 3 late deliveries reached, clause 7.2

Place the risk profile in the follow-up queue

The agent combines cases, clause and outstanding receivable into one profile per contract and ranks the contracts by how close they are to the threshold. Operations management deals with those at the top first.

risikoprofil_august-2026.pdf, 14 contracts, 3 at the threshold

What the agent does not do.

It does not trigger the escalation of a contract.

It places the ranked profile in the follow-up queue. Whether to approach the customer or make a provision is decided by operations management together with the commercial director.

It does not establish who is responsible for a delay.

For shipment 8840 it shows the waiting time at the customer's loading bay. Whether that is attributable to the customer is clarified by the risk manager with operations.

It cannot see goodwill arrangements made with the customer.

If sales verbally extended a delivery deadline for August, the agent continues to count the delivery as late until the arrangement is noted on the contract.

Connected systems

  • Transport management system
  • ERP
  • contract database

Operations

  • Deployment modelEU cloud or private cloud
  • Data processingGDPR-compliant, no model training on your data
  • Responsible teamsOperations, management

The questions that come up before the first meeting.

How quickly is the Logistics Risk Management Agent ready to use?

A pilot typically runs on your own data within 4 to 6 weeks. The agent connects to your existing systems rather than running as a separate, parallel environment.

Where is the data processed?

EU cloud or private cloud. Processing is GDPR-compliant and models are never trained on your data. Details in the Trust Center.

Where does the figure “40% faster risk analysis” come from?

It is based on experience from comparable projects and process benchmarks, not a commitment. We establish the realistic effect for your organisation in the assessment before the pilot.

Related agents.

Intake review, case 2026/04711

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