AI & automation

There is usually one task that eats a morning. Reading what came in and deciding where it goes. Copying figures off a document into a system that could have read them. Answering the same question for the fourth time that week. It is rarely difficult work, which is exactly why it is expensive: it occupies people who are capable of more and it is invisible on any report.

Automation earns its cost when the task is frequent, the rules are describable, and being wrong occasionally is recoverable. It does not earn its cost when the volume is low, when every case is genuinely different, or when a mistake is expensive to undo — and those are the cases where the honest recommendation is to leave it alone.

That judgement is the first conversation, and it is free. It is also the part most likely to save you money, because the answer is sometimes that the process should be changed rather than automated.

Document and data processing: invoices, forms, orders and reports read and turned into structured records in the system that needs them, with the cases the system is unsure about routed to a person instead of guessed at.

Enquiry triage: what arrives by email or form gets read, classified and sent where it belongs. Anything answerable immediately is answered; anything that needs a person reaches the right one with the context attached.

Support assistants that answer from your material rather than from the open internet, so what they say is traceable to a document you control and can correct.

Process automation joining tools that do not talk to each other today — the steps somebody currently performs by opening two tabs.

Everything is built so you can see what it did and why. An automation nobody can audit is one nobody can trust, and the first time it is wrong it gets switched off for good.

It runs in your systems, on your accounts, against your data. Where a third-party model is part of it, you are told which one, what is sent to it and what is not — before it is built, not after.

Nothing here is a black box you are asked to trust. What was decided, when, and on what basis is legible, and there is always a way to put a person back in the loop.