We work out how the business runs before we automate any of it.
Most automation fails because somebody bought a tool before anyone had written down how the work actually happens. So we sit with the people doing the job and follow it from the first phone call to the money landing.
Started in 2016 joining systems together. Still the same job, better tools.
Mergical began in 2016 doing systems integration for Australian businesses: making the quoting tool talk to the accounting system, getting the e-commerce orders into the warehouse, stopping the same customer details being typed into three places, and getting one honest set of numbers out the other end.
That work never went away. What changed is that a large part of it used to be impossible. If a task needed someone to read a document and understand it, no integration could help, and it stayed manual. A person opened the PDF, worked out what it was, and typed it in.
Around the early 2020s that stopped being true. The tools got good enough to read a supplier invoice, understand a customer enquiry, and know when they were unsure. Mergical moved into AI automation because it finally made the original job possible to finish, not because AI became something to sell.
That order matters. A lot of businesses are being sold AI by people who have never watched how the business actually works. The unglamorous part, sitting with the person doing the job and following it end to end, is the part that decides whether any of it is worth doing. It is also the part most vendors skip, because it is slow and does not demo well.
We are not right for everyone.
The common thread in the businesses we work well with is an owner who still knows every part of the business, and a handful of jobs that eat hours every week without needing anybody's judgement.
A good fit
- 3 to 50 staff, and the owner still knows every part of the business
- Trades and services, professional services, wholesale and distribution, e-commerce, local service businesses
- Software you already use and do not want to throw out
- A specific job that is eating hours every week
Not a good fit
- Enterprises with an in-house platform team. They can build this themselves, and cheaper.
- Anyone who wants AI because it is AI. There has to be a job it does.
- Businesses wanting everything replaced at once. We do not work that way and it does not work.
- Work where the judgement is the job. We automate the repetition around it, not the decision.
Six things we actually work by.
These are not values on a wall. Each one changes what gets built and what gets refused.
Start small, prove it, then expand
One workflow first. It runs alongside the manual process until it has earned trust. Businesses that automate five things at once end up trusting none of them, and quietly go back to doing it by hand.
Automate the repetition, not the judgement
The parts of a job that are the same every time are worth automating. The parts that need somebody who knows the customer, the site or the trade are not. Most of the skill is telling the two apart.
The client owns everything
Accounts in your name on your billing, the configuration, and the documentation. If you stop working with us tomorrow, everything keeps running and somebody else can pick it up by reading what we wrote down.
Say when AI is not the answer
Sometimes the problem is a process nobody has fixed, or one person doing two jobs, or a form that asks for the wrong things. Automating a broken process just produces broken results faster. We would rather lose the work than build that.
Plain English, always
Every document, every explanation, every conversation. If you cannot tell your bookkeeper what a workflow does and why, we have not finished explaining it. Jargon in this industry is usually there to stop questions being asked.
Careful with data
Business-tier AI services with no-training terms, so your documents are not used to train anybody's model. Access scoped per workflow, so an invoice process sees invoices and not the whole business. If a workflow needs something sensitive it does not strictly need, we design it differently or we do not build it.
Have a chat with one of our consultants
Thirty minutes, no cost. You describe what is slow, we ask a few questions, and you get an honest answer about whether there is anything here worth doing.