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Anomaly agent

Every day it gives you a “worth a look” list: shifts behind plan, scrap above the norm, products running low.

Who it's for
Manufacturing · management, process engineer, shop manager
When it runs
Every day at 07:00 (Tashkent time), on its own.
Where the result goes
The Proposals page in WMS and Telegram — with buttons.
Data source
Agentics WMS Telegram

The pain it closes

Scrap and plan deviations usually show up in the month-end report — too late to fix. Low finished-goods stock is noticed only after sales.

What it watches and calculates

  • 01A shift that did under 85% of plan yesterday or today
  • 02A stage with scrap above 5% over the last 7 days
  • 03Finished goods below their minimum level
Sample messagedemo data

Low stock: 2 items · Priority: medium Crème brûlée 175 pcs, minimum 200; Plombir 100 ml 192 pcs, minimum 500 — both are made in-house, consider adding them to the production plan.

What the person does

Reads the list and clicks “Seen”. It is a heads-up, not a decision — a person decides what comes next.

The system calculates the numbers; the AI only picks and explains. How it works

What it does not do

  • Changes nothing by itself — only a person creates documents and payments.
  • Never makes numbers up: amounts, days and quantities are calculated by the system with fixed rules.

Anomaly agent — on your data

A 2-week pilot: the agent runs on your real data, changes nothing by itself, and you see the result for yourself.

Try it in a pilot

Other agents