Operations with nothing retyped.

The agents triage the inbox, digitalise invoices and take on the processes that currently rest on people.

Inbox todaytoday
Supplier invoice digitaliseddone
Enquiry about a party for 40 gueststask
Friday booking: reply sentdone

Operations AI agents

01

Mail triage and sorting

Incoming tasks from email: documents, reservations, requests

Reads the shared inbox, works out what each message is and turns it into a task: a document, a booking, a customer request, a party. Routine replies go out by the rules.

Input
The shared inbox and your reply rules
Output
Tasks assigned to owners
When
Continuously
02

Invoice and delivery note digitalisation

From email, supplier portals or uploaded by hand

Picks invoices up from email and supplier portals, reads them line by line and passes them on already checked.

Input
Email, supplier portals, photos
Output
Document lines in your accounting
When
On an event
03

An agent for your processes

We scope it, build it, launch it and watch it run

If a process repeats and rests on one person, it can be handed to an agent. We describe the steps, build it, launch it and watch the quality.

Input
A description of the process and access
Output
An agent with an action log
When
On a schedule or on an event
Want to solve a task of your own?

Describe what needs watching or counting. We will build an agent around your sources and your report format.

How it works

01
Where they run

On our side, inside the single layer. The mail and the accounting stay yours: the agent gets access to them, not a copy of them.

02
How they reach the data

Access is granted per source: the inbox, a supplier portal, the accounting system. Every call is logged.

03
What starts them

An event: a message arrived, a document appeared, a record changed. Where there is no event, a schedule takes over.

04
These agents are active

Unlike the analytics ones they change records: they triage a message, post an invoice, reply to a supplier. Write permissions are therefore granted separately, and decisions with consequences go to a person.

05Orchestration
How they connect

They pass the result through the MCP router rather than talking to each other: mail triage found the invoice, digitalisation read it line by line, reconciliation compared it with the price history. The router holds the queue, the permissions and the log, so the chain can be extended with a new step without touching the earlier ones, and it is always visible which agent did what to a document.

Every agent in detail

01

Mail triage and sorting

Why

A shared inbox is where money gets lost. A booking waits for a reply until the evening, an invoice sits for a week, an enquiry about a party goes to a competitor. A person sorts all of it, and sorts it by hand.

What happens
  1. 1A message arrivesThe agent reads the text, the attachments and the sender.
  2. 2It works out the typeDocument, booking, customer request, party, complaint, spam.
  3. 3It acts on the ruleRoutine gets a templated reply. A document goes for digitalisation. The rest becomes a task for the owner.
  4. 4It hands over to a personWherever a decision is needed: the price of a party, an unusual request, a conflict.
What you get
The first reply - in minutes, not by the evening
Tasks - with their owners, not in an inbox
A log - you can see who did what with a message
02

Invoice and delivery note digitalisation

Why

Invoices arrive by email, sit in supplier portals or exist only on paper. Someone gathers them, retypes them line by line and reconciles them. The mistake surfaces at the end of the month.

What happens
  1. 1It gathers the documentsFrom email, from supplier portals and from photos uploaded by hand.
  2. 2It reads line by lineItem, quantity, unit, price, total and the company details.
  3. 3It reconcilesAgainst your item catalogue, past prices and duplicates.
  4. 4It passes them onOnly checked lines. Anything contentious goes to a person for approval.
What you get
Manual entry - goes away, approval stays
Unit errors and duplicates - caught before posting
Documents - all in one place, with their history
Agents /Invoice digitalisationrunning
SetupLogReports
Sources+ Add
invoices@ mailbox
214 documents a month
Fish supplier portal
sign-in with the access granted
Drinks supplier portal
sign-in with the access granted
Photos of delivery notes from Telegram
the goods-in chat
Runson an event, and every day at 06:00 for the portals
Rules+ Rule
IFa price more than 5% above the last one
to the bookkeeper
IFthe item is not in the catalogue
suggest a match
IFthe invoice number already exists
stop
IFeverything matched
post it
Resulttoday 09:41
Invoice no. 0918, fish supplier, 5 lines
Salmon chilled, 8 kg, 13.20 € (was 12.45 €)+6%
Cod, prawns, mussels, icematched
The invoice was posted4 of 5
03

An agent for your processes

Why

Every business has a process that rests on one person: a reconciliation, an export, a digest, a mailing. They go on holiday and the process stops. That process can be handed to an agent.

What happens
  1. 1We describe itThe steps, the inputs, the outputs and the exceptions - together with whoever does it today.
  2. 2We build itThe agent runs on your data and inside your systems, with access by permission.
  3. 3We launch itOn a schedule or on an event, alongside a person for the first weeks.
  4. 4We watch itThe action log, the quality of the result and the rules we adjust.
What you get
The process - no longer depends on one person
Every action - written to the log
Decisions with consequences - stay with a person
Agents /Morning sales digestrunning
SetupLogReports
Sources+ Add
POS, sales
4 locations, yesterday
Sales plan
a Google sheet
Managers’ chat
Telegram
Runsevery day at 07:00
Rules+ Rule
IFa location more than 10% below plan
flag it and ask why
IFno data from a location
tell the owner
IFevery location on plan
a short digest
Resulttoday
Telegram, managers’ chat, 07:00
Locations 1, 2 and 4: on planon plan
Location 3: 14% below plan, the evening shiftwhy?
The digest reached 4 managersdelivered
Looking for a solution to a task of your own?

Describe what needs watching or counting. We will build an agent around your sources and your report format.

Questions

Can the agent get it wrong?

It can, which is why decisions with consequences go to a person. Only approved data is posted.

Where are the messages and documents kept?

In your systems. The agent works with access by permission and writes a log.

How long does a launch take?

Mail and invoices take 2-4 weeks. For an agent built around a process we name the timeline after the review.

Other groups of agents