Energy

Procurement Early Warning Agent

The transformer is missing and the site stands idle. The date slipped three weeks before that.

Tracks price trends and delivery dates, flags shortages early and proposes alternatives.

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.

One postponed delivery date for a single item holds up the construction crew for fourteen days.

The order is in the ERP, the supplier's order confirmation arrives in purchasing as an email attachment, and the installation date sits in the construction schedule. Nobody checks these three sources against each other every day. The delay only comes to light when dispatch requests the material for the installation week and it is not in the warehouse.

62order itemsFor one grid expansion section, 62 items are on order from eleven suppliers.
9changed datesNine suppliers report a later date as the project goes on, scattered across email attachments.
1critical itemOnly one of them falls after the installation date for the cable section.
14 daysstandstillBy the time the slip is noticed, the construction crew has already been booked and is waiting.

On the day the order confirmation arrives, the delay still means replanning rather than waiting, and that is exactly where the 40% fewer delivery delays come from.

The 40% reduction in delivery delays is this agent's headline figure. The order items, changed dates and fourteen waiting days describe a typical course of events in a grid expansion project; they are not measured values.

Three steps through the process.

The purchasing officer decides whether to award the order to another supplier; the agent only tracks prices and delivery dates and flags the items that fall behind the construction plan.

Check delivery dates against the construction plan

For every open order item, the agent reads the latest order confirmation and compares the confirmed date with the installation date in the construction schedule. It records both dates for every item whose date slips past the date it is needed.

Date check for framework call-off RA-7431, 62 items checked, 9 with a new date

Track price trends by product group

The agent tracks call-off prices by product group, from medium-voltage cable to distribution cabinet. If prices in a product group rise compared with previous call-offs, it names the item and the call-off in which this happened.

Price note, product group medium-voltage cable, 4 call-offs compared, increase in the call-off on 12 May

Present alternatives for the item

For every item that misses its date, the agent searches the supplier master data for approved alternative articles and the suppliers that have already delivered them. It sets them side by side with date and last call-off price, for purchasing to decide.

Comparison sheet for item 41, 3 approved alternatives with date and last price

What the agent does not do.

It does not reorder.

For item 41 it presents the three approved alternatives with date and price. The purchasing officer triggers the call-off from the other supplier in the ERP.

It does not negotiate prices with the supplier.

It shows at which call-off the product group's price went up. Supplier management has that conversation.

It does not count a delivery date promised over the phone.

If the cable manufacturer's sales team verbally promises the site manager an earlier delivery, the agent keeps the item on the date from the latest order confirmation. Only the amended confirmation in the ERP changes the picture.

Connected systems

  • ERP system
  • supplier portal
  • construction scheduling

Operations

  • Deployment modelEU cloud or private cloud
  • Data processingGDPR-compliant, no model training on your data
  • Responsible teamsPurchasing, dispatch, production

The questions that come up before the first meeting.

How quickly is the Procurement Early Warning Agent ready to use?

A pilot typically runs on your own data within 6 to 8 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% fewer delivery delays” 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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