Operations

AI Automation

Repetitive operational steps run without a person triggering them—while exceptions still reach a human.

Discuss your business problem
The problem

Teams spend hours each week on steps that follow the same rules every time: copying data between systems, sorting incoming requests, preparing the same reports, chasing the same updates. The work is necessary, but none of it requires judgement.

What gets built
  • Workflow automation across the tools you already use (n8n, Make, Zapier or direct APIs)
  • AI-assisted classification, extraction and routing of incoming work
  • Exception paths that escalate to a person instead of failing silently
  • Logging and visibility so you can see what ran, what did not, and why
What changes

Hours of recurring manual work removed each week, with fewer transcription errors and a clear record of what the system did.

When this is not the right fit

If the process changes substantially every few weeks, or the rules live only in one person's head, stabilising the process first is cheaper than automating it.

How it works

1. Discovery

The current process, the tools you use and the exception cases are mapped. What follows a fixed rule and what requires judgement is separated.

2. Design

Triggers, decision points and exception paths are defined. It is decided which steps are handled by AI and which by a simple rule.

3. Build and parallel test

The workflow is built and run on real data alongside the existing process, without replacing it yet. Results are compared.

4. Launch and monitoring

The system goes live. You receive logging and a visibility dashboard showing what ran, and what was escalated to a person.

Use cases

Data transfer between systems

For example, a new order created in the CRM is automatically pushed to accounting, inventory or a courier service—without anyone copying it by hand.

Classification of incoming requests

Emails, form submissions or WhatsApp messages are automatically categorised by content and routed to the right team.

Recurring report generation

Weekly sales, expense or performance reports are compiled and sent automatically at a set time—without anyone updating a spreadsheet.

Status and update tracking

When an order, enquiry or document changes status, the relevant people are notified automatically.

Frequently asked questions

What tools do you work with?

n8n, Make, Zapier, and direct API integrations. The tool is chosen based on your existing systems and budget, not fixed in advance.

Will this break how things currently run?

No. The new workflow is tested in parallel first, without replacing the existing process. The switch only happens once results match.

How do we know how many workflows we need?

That is defined during discovery. A few small, independently running workflows are usually more reliable than one large, complex system.

What happens when the automation fails?

Exceptions are not swallowed silently—they are escalated to a person as a notification. Every workflow logs what it did so the cause is clear.

Have a process that could work better?

Describe it in a few sentences. You will get an honest view of whether it is worth automating—before any proposal.

Discuss your business problem