Use case examples
What you can actually do.
Five agents at work, captured from the demo. Every screen is the real interface.
01
Invoices in order
Invoices and purchase orders do not match, and someone has to check them every morning.
What the agent does
Every morning at 8, it reads incoming invoices, matches them against open orders, flags discrepancies and prepares reminder drafts for invoices overdue by more than 30 days.
The result, in numbers
12 invoices read, 10 matched, 2 discrepancies and 3 reminder drafts.
Who approves: always a person
02
Customer replies
Customer tickets pile up while every answer still needs context and judgement.
What the agent does
It reads incoming tickets and drafts a reply from company knowledge and order history. Below 80% confidence it hands the case to a person, and no reply leaves without approval.
The result, in numbers
23 tickets read: 17 replies ready, 6 handed to a person; 91% confidence on the example shown.
Who approves: always a person
03
Code guardian
Every push can introduce a vulnerability or quietly drift away from internal standards.
What the agent does
On every repository push it reviews the changes, flags known vulnerabilities and deviations from development conventions, and prepares proposed fixes for the team to inspect.
The result, in numbers
3 findings and 3 proposed fixes on the latest push, with diff and pull-request actions ready.
Who approves: always a person
04
Quotes ready
A quote request means rebuilding prices, terms and customer history by hand.
What the agent does
When a request arrives, it prepares a quote draft from the price list and customer history, applying terms consistent with previous negotiations. The draft always goes to approval.
The result, in numbers
8 requests received, 8 drafts prepared, with a 4-minute average from request to draft.
Who approves: always a person
05
Monday report
Management starts the week by collecting sales, pipeline and overdue-payment numbers from different systems.
What the agent does
Every Monday at 7 it prepares the management report: sales by area, cash flow and overdue items, anomalies worth attention, with every figure linked back to its source.
The result, in numbers
4 provinces compared, 3 managers served and a €4,212 cash discrepancy explained before the first coffee.
Who approves: always a person
Delivery is automatic; sources and recipients are configured and approved by a person.
See them at work