Where the time goes
A proper look at how the business actually runs, and which repetitive work is worth automating first.
09 · Grow · AI automation
AI and automation, with a human deciding
AI automation means handing the repetitive parts of a business, such as copying data, chasing, sorting and drafting, to software that does them reliably. We start by finding where the time actually goes, build automations on your own systems so you own them, and keep a person deciding anything that matters. Every project is quoted after that first look.
QuotedScoped after a look at where the time goes. AI usage costs are separate and agreed first.
In plain English
What is AI automation?
AI automation is software that does the repetitive work of a business reliably, sometimes with an AI model handling the parts that involve reading or writing. It covers things like moving enquiries into a CRM, sending follow-ups, sorting email, reconciling stock and drafting routine replies. At Marbl Codes a person stays in the loop for anything outward-facing or consequential, and the automations run on your own systems so you own them.
Why start with where the time goes?
Because the most expensive mistake in automation is building the wrong thing well. There is a lot of noise about AI, and much of what a small business needs is not AI at all. It is two systems that should talk to each other, a form that should feed a spreadsheet, or a follow-up that should send itself.
David Perkins leads this work with us. He spent over a decade as an internal auditor across professional services, government and technology, where the job was to work out how a business actually runs rather than how it says it runs. He still does that first. He has no software to sell, so he has no reason to talk anyone into anything, and he will tell you when not to build something.
What does “a human in the loop” mean?
It means the machine does the routine and a person decides. An automation might draft a reply, sort an enquiry or prepare a report, but anything that goes to a customer, commits money or changes something important is approved by a person first. We work this way ourselves: Serene [AI] drafts, checks and looks after the routine at Marbl Codes, and Richard decides.
Who owns the automations?
You do. We build on your own accounts and systems wherever we can, so the automations keep running if you ever stop working with us. Renting a workflow from a platform forever is sometimes the right answer, and when it is we will say so and explain what it costs.
What happens once it is running?
The tools an automation connects to change their settings, their prices and their interfaces. We monitor what we build and maintain it, so a quiet change at one end does not silently stop the work at the other. We also train your team, so they understand what the automation does and what to do if something looks wrong.
What's included
What the work covers
Automations you own
Built on your own systems and accounts, so you are not renting a workflow from anyone forever.
AI where it helps
Drafting, sorting, summarising and answering, used where it saves real time, with the output checked.
A human in the loop
A person approves anything outward-facing or consequential. The machine does the routine; people decide.
Training for teams
Practical sessions so your team knows what the tools can and cannot do, and uses them safely.
Looked after
Automations monitored and maintained once they are running, because the systems they connect to keep changing.
How it works
Three steps, no surprises
- 01
Look first
We map where the hours go, with the people who spend them. Most of what we find is not an AI problem at all, and we will say so.
- 02
Build the smallest fix
One automation that saves real time, built on your systems, tested with your team and measured against the hours it was meant to save.
- 03
Keep it honest
A person stays in the loop for anything that matters, and we look after the automation as the tools around it change.
Questions people ask us
Straight answers
The most useful automations are usually unglamorous. Moving enquiries from a form into a CRM, sending follow-ups, sorting email, producing reports, reconciling stock, drafting routine replies for a person to approve. The test is simple. If someone does the same steps by hand every week, it is worth a look.
It can be, if the tools are chosen and set up carefully. We choose tools with business data-protection terms, keep personal data out of tools that do not need it, and prefer automations that run on your own accounts. Anything sensitive gets a person's review before it goes anywhere.
That is not how we work. We automate the repetitive tasks people dislike doing so they can spend the time on customers and judgement. A person stays in the loop for anything outward-facing or consequential.
Each project is quoted after we have looked at where the time goes, starting with the smallest automation that saves real hours. AI usage charged by the providers is separate and agreed first. Sometimes the honest answer is that you do not need to build anything, and that costs you nothing.
Yes. We run practical AI workshops for business owners and teams, covering what the tools are good at, where they go wrong, and how to use them safely. See our workshops page for formats.
Shall we talk?
No obligation, no jargon, no pressure
Tell us what you’re trying to do. We’ll tell you where to start.
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