Use cases

From a quick win to a different way of working.

Twelve examples, in four steps of size. They show the range of what we do, not the limit of it.

Days to 2 weeks

Quick wins

Proven products, set up properly and taught well.

Days to 2 weeks

Every call answered

Today
Calls go to voicemail when staff are busy, and most callers don't leave a message.
With AI
An AI receptionist answers every call, books the visit into your calendar and texts you a summary.
Days to 2 weeks

Your whole team on AI, safely

Today
Staff paste company data into free AI tools that nobody approved.
With AI
Company AI accounts, a one-page policy and hands-on training on each role's own tasks.
Days to 2 weeks

Proposals in an afternoon

Today
Each proposal is rebuilt from scratch by the one person who knows how.
With AI
Drafts built from your templates and past proposals, ready for that person to check.
2 to 8 weeks

Connected systems

AI linked to your own software and documents.

2 to 8 weeks

Orders in, nobody retyping

Today
Orders arrive by email and PDF, and someone types each one into the system.
With AI
Each order is read, matched to the customer and the product, and entered as a draft for a person to approve.
2 to 8 weeks

Every manual answers questions

Today
The answer is in a binder, a shared drive, or one person's head.
With AI
Staff ask in plain words and get the answer from your own documents, with the page it came from.
2 to 8 weeks

Invoices that check themselves

Today
Supplier invoices are matched to purchase orders by hand at month end.
With AI
Each invoice is read on arrival, matched and sent for approval, with mismatches flagged.
2 to 6 months

Custom builds

Software we build around your data and the way you work.

2 to 6 months

Quotes priced from your history

Today
Quotes take days because prices, specs and margins live in five places.
With AI
A quote tool that pulls prices, specs and past wins and losses, and drafts the quote in minutes.
2 to 6 months

A voice agent for real calls

Today
Intake, troubleshooting and quote requests tie up your best people on the phone.
With AI
An agent that handles the call end to end and hands over to a person, with notes, when it should.
2 to 6 months

Stock planned, not guessed

Today
Reorders are based on gut feel, so you run out of some items and sit on others.
With AI
Demand forecasts from your sales history and seasons, with suggested reorder points for a person to set.
6 months and more

Company-wide change

Several departments working differently, with AI built in.

6 months and more

Order to cash, end to end

Today
An order passes through five people and three systems before it is paid.
With AI
One flow from the order email to the paid invoice, with people approving only the steps that need judgment.
6 months and more

What your experts know, kept

Today
Your most experienced people retire, and decades of know-how go with them.
With AI
Their knowledge captured in interviews and recordings, turned into an assistant the next generation can ask.
6 months and more

Your own AI team

Today
You want AI to be part of how you run, not a project someone else owns.
With AI
We help you hire or promote, train them on everything we built and step back over three to six months.
These are examples

Your process probably isn't on this page. That's normal.

We have mapped more than 200 kinds of AI work across every department, and most real projects combine several of them in a way no list would show. Tell us how your work flows. We'll tell you where AI fits.