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Sectors we build for

Five sectors whose problems we recognise.

These are the industries our engineering is aimed at — chosen because their operational problems are ones we know how to solve, not because we are claiming a roster of past clients in each. What follows is the situation we typically find, and what we would build about it.

Target sectors and example approaches. Nothing on this page is a case study, a customer reference or a record of delivered work.

01

Manufacturing

The shop floor knows exactly what is happening. The office finds out a day later, from a spreadsheet someone typed up from paper job cards.

What we usually find

01

Job cards live on paper

Work moves through the floor on printed cards. By the time the data is keyed in, the question it would have answered has already been decided by guesswork.

02

Stock on hand is an estimate

Inventory is counted periodically rather than known continuously, so purchasing runs on buffers and the occasional emergency order.

03

Nobody can see work in progress

Asking where an order is means asking a person. That answer does not scale, and it disappears when that person is on leave.

04

Costing happens after the fact

Actual material and labour against a job are reconstructed at month end, which is far too late to change anything about the job.

02

Education

A school's records have to agree with each other. In most institutions they live in separate registers, spreadsheets and message groups that quietly disagree.

What we usually find

01

Admissions restart the data entry

The same student details are captured at enquiry, at admission and again for fees, each time into a different place, each time with a new chance to diverge.

02

Fee follow-up is manual

Knowing who has paid means cross-checking a register against receipts. The office spends its week on reconciliation instead of on students.

03

Parent communication is unauditable

Notices go out through message groups. There is no record of what was sent, to whom, or whether it arrived — until a dispute makes it matter.

04

Attendance is stored, not used

Registers get filled in and filed. The pattern that would flag a child slipping away is in there somewhere, and nobody has time to find it.

03

Retail & e-commerce

Selling is rarely the bottleneck. Keeping the catalogue, the stock and the price list telling the same story is.

What we usually find

01

The catalogue is out of date the day it is sent

A PDF price list goes out, prices move, and the version circulating in customers' chats is the one that is wrong.

02

Orders arrive on five channels

WhatsApp, phone, email, a storefront and the counter. Each is a separate inbox, and none of them knows what the others promised.

03

Stock is not shared between channels

The same unit gets sold twice because the online listing and the shop floor are counting independently.

04

Customers will not install anything

Asking a buyer to download an app or create an account to place a repeat order loses the order.

04

Healthcare

Clinical time is the scarcest thing in the building, and a surprising amount of it goes on scheduling, intake and chasing paperwork.

What we usually find

01

Scheduling is a phone queue

Appointments are booked, moved and cancelled by phone, so the schedule is only as accurate as the last call someone remembered to log.

02

Intake is repeated at every visit

Patients fill in the same details again because the previous form is in a file rather than in a record.

03

Records are split across systems

History sits partly in a practice system, partly in paper, partly in a device's own software. Nobody has the whole picture at the point of care.

04

Follow-up depends on someone remembering

Recalls and review appointments rely on manual lists, so the ones that are missed are invisible.

05

Professional services

The work product is excellent. The operations around it — intake, status, documents, billing — run on email threads and individual habit.

What we usually find

01

Clients ask for status by email

Every update request costs someone a search through a mailbox. The client's confidence tracks how fast that search happens.

02

Documents live in individual mailboxes

The current version of a file is whatever the last person attached. Handover between team members is archaeology.

03

Time and billing are reconstructed

Billable work is remembered at the end of the month rather than captured as it happens, and revenue leaks in the gap.

04

Process lives in people's heads

The firm's way of doing things is real but undocumented, so quality depends on who picked up the matter.

Not on the list

Your sector matters less than your process.

The five above are where we expect to be useful fastest, because we have thought hard about their workflows. They are not a restriction. Underneath, almost every project is the same problem — separate records that have to agree, work that moves faster than the system tracking it, and effort spent moving data between things that should talk to each other.

Describe your process instead

Start a project

Recognise your operation
in any of that?

Tell us what the work looks like today and what it costs you. We will come back with an approach and an honest view of the effort.