Automation
The work nobody should be doing by hand
Every business has a manual middle, where someone exports a spreadsheet, retypes it into another system, chases the customer who has not replied and then copies the outcome somewhere else so the next person can find it. That work is predictable and repetitive, which is exactly why software should be doing it rather than your team.
What this covers
Where the manual work goes
Most of it turns out to be the same handful of shapes dressed in different industries. These are the pieces we build most often, and they tend to arrive together, because one automation usually makes the next one obvious.
Scheduled jobs and reminders
Work that has to happen on a schedule happens on a schedule, whether or not anyone remembers it. Renewals get flagged before they lapse, reminders go out on the day they should, and the tidying up that keeps records accurate runs overnight while the office is closed.
Document handling
Files that arrive by email or upload are filed, named and attached to the right record without anyone dragging them into a folder. When a document has to be produced rather than stored, it is generated from data you already hold instead of a template someone edits by hand.
AI-assisted processing
Paperwork that used to be read and retyped becomes structured data your systems can use. Anything the model is unsure about goes to a person for a quick look rather than quietly into the database, so the time saved does not cost you accuracy later.
Notifications and follow-ups
Chasers and confirmations go out on the timing you decide, through Postmark or whichever mail provider you already use. They stop the moment the thing they were chasing has been done, so nobody gets nagged about a form they filled in last week.
Systems kept in step
The repetitive middle of a business is usually one person moving the same information between two screens. We connect those systems directly, so a change made in one shows up in the other and the figures agree without anyone reconciling them on a Friday afternoon.
Reporting that arrives on its own
Instead of logging into several places to work out how the week went, the numbers are assembled for you and land in your inbox on a schedule. If something looks off, the report links straight back to the records it was built from.
How we approach it
Automation that holds up on a bad day
The happy path is the easy part. Most of the effort goes into what happens when a supplier is offline for an hour, a file arrives in a format nobody expected or the same message is delivered twice. Jobs we build can be re-run safely, wait and try again when something is temporarily unavailable, and keep a record of what they already did.
Nothing runs silently either. Every workflow writes a log your team can read in plain language, and a failure raises an alert to a named person instead of a folder nobody opens. Anything the automation could not decide is held for review with the context still attached, so picking it up takes a minute rather than an afternoon.
We use n8n where a visual workflow is genuinely the right tool, and write custom pipelines where it is not. Quite often both live in the same system. The choice comes down to what will be easiest for you to live with in two years rather than what is quickest to demonstrate now.
- 02:00 overnight sync between systems
- 06:30 renewals due soon flagged to owners
- 07:15 morning summary sent to managers
- hourly queued email sent, delivery confirmed
- 15 min retry sweep for anything that failed
- weekly reporting pack assembled and mailed
Anatomy of a workflow
Four steps, every time
Whether it is a reminder going out or a document being filed, the shape underneath stays the same, which is what keeps a growing set of automations maintainable instead of turning them into a pile nobody wants to touch.
Trigger
Something starts it off. A form is submitted, a payment clears, a record changes state, or the clock reaches an hour that matters to your business.
Check
The incoming data is validated against what you already hold and reshaped into whatever the next system expects. Anything unusual is routed to a person rather than guessed at.
Act
Whatever the workflow exists to do gets done, whether that is sending the message, updating the record or filing the document. The action is taken once, even if the trigger fires twice.
Record
Every run leaves a trail of what came in and what was done with it, so months later you can still answer what happened and why.
Start a project
Tell us what your team keeps retyping
Send us the process that eats a morning every week, or the one everybody forgets about until it is already late. We will come back with questions, a shape for the automation and a straight answer on whether it is worth building.