The same step, dozens of times a day
Intake, sorting, handoff, and filling gaps leave almost no room for judgment. The time goes into moving the work.
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Repeated steps can be handed to an agentExceptions have to stop
For work that already has fixed steps, an agent that can run, pause, and be traced.
Book a free consultationEach stretch has waiting, in progress, paused, and done, so it can be checked later.
When an agent is appropriate
Clear steps, then an agent
If the same intake, sorting, handoff, and missing-field chase happens every day, and there is little judgment in it, an agent is worth discussing.
A person is needed for the exception
Most cases can follow the written rule. A few have to go to a manager.
People carry work between tools
Email, a spreadsheet, and an internal system each get a copy-and-paste. The errors are in the copying.
The approval chain decides where it stops
Steps, pause points, and which tool the result is written back to follow the approval chain you already use. We do not invent a parallel process.
Waiting, the agent, a pause, and human approval on one line
A missing field stops the run, with a path back to the manual process
It can run, pause, and be traced
This is not a chat window that decides the next step. It is a pipeline with states written down.
01
The process is split into states you can see
Each stretch has waiting, in progress, paused, and done, so it can be checked later.
02
Missing data or a rule conflict pauses the run
A missing field, an odd amount, or a master record that does not match goes to a stop. It does not push through.
03
The result is written back to a named system
The owner is notified, or the existing tool is updated. A second spreadsheet is not created.
04
Every step leaves a record
Who started it, what it did, and where it stopped can be looked up afterwards.
How the line is drawn
Draw the manual path, then mark what an agent may do
If the current way of working is not drawn, “automate everything” is the wrong conversation.
Draw the current path
How a person finishes the work, then which steps an agent may take.
Define the gates
What may run on its own, what is only a suggestion, and what a person must do.
Connect it, and keep a way back
Join the tools you use, and keep a path back to the manual process when it fails.
Actions that must not run on their own
Payment, master data, and outbound messages stay with a person
Sending something outside the company, paying, and changing master data need a human gate. If the agent fails, the work has to be able to return to the manual process. “The model is confident” is not a reason to skip those gates.
Back to the AI overview
Related work
Internal knowledge base and assistant
Policies and files scattered across shared drives and chat, turned into answers a colleague can search — and a person still reviews.
Document processing and data capture
Agreed fields pulled from scans and PDFs. Exceptions go to a queue for a person to correct.
Customer, sales, and voice assistants
Incoming messages are sorted and a reply is drafted. An agent decides whether to send it.
Analysis and decision dashboards
Sources, rules, and the questions still to answer, on one board, so the figures you already have can be read together.
Custom software, websites, and applications
A workbench people actually open, built on top of the systems already in place.
Market and competitor research
Faster collection and sorting of public material. A conclusion counts only after a researcher has read it.
Multilingual content and localisation
Source, glossary, translation, and a local edit, on one repeatable line.
Marketing analysis and creative revision
Last round’s creative and where it went, arranged so the next round’s headlines, outlines, and landing pages can be rewritten.
Cross-border operations
Repeated order, document, and reconciliation steps across two places, joined into a flow that can pause for review.
Assessment, prototypes, and integration
Assess the current work, test it on a small sample, and only then connect it to the systems you already use.
Talk about the work first
Start with the step that is stuck
The consultation is free. Describe the problem, and we will reply and confirm the scope with you.