USE CASES / ENABLED BY AI
Workflows, not experiments.
The point is not to look AI-native. It is to remove hours that carry no judgement, and to leave the decisions with the person who is accountable for them.
Note
These are the jobs that keep coming top of the list, not clients we are claiming. When there is a real engagement to write up, it replaces this page.
Finance
The chasing nobody enjoys
The machine drafts, a person ships
Today
Somebody exports the aged debtors report, works out who to chase, writes broadly the same email eight times, and loses track of who replied. It happens late, because it is nobody's favourite Tuesday.
What we build
Overdue invoices identified from your accounts system, chased on a schedule in your company's own tone, escalated to a person the moment a reply needs judgement, and reconciled back so the ledger stays the source of truth.
What changes
The chasing happens on the day it should, whether or not anyone had a busy fortnight. The judgement calls still reach a human. There are simply far fewer of them.
Revenue
The follow-up that never happens
The machine drafts, a person ships
Today
A quote goes out. The intention is to follow up on Thursday. Thursday is busy. Three weeks later somebody notices, and the message that finally goes is apologetic rather than useful.
What we build
Every quote and enquiry tracked through to a reply, with the follow-up drafted and the context already gathered: what they asked for, what was quoted, what has happened since. Nothing is sent until whoever owns the relationship has read it.
What changes
Nothing goes cold through inattention. The person who owns the relationship spends their time deciding what to say rather than remembering to say something.
Leadership
The Monday brief
The machine runs it
Today
Two people spend Friday afternoon assembling numbers from four systems into a deck that is read once. By the time the decision arrives, the figures are a fortnight old.
What we build
The week's numbers pulled from the systems they already live in, assembled into the same short brief every Monday morning, with the exceptions surfaced rather than buried and the source figures traceable.
What changes
The reporting stops consuming a person, and the meeting starts from what changed rather than from what the numbers are.
The pattern
The role is often the disguise.
Before
A recurring pain gets a job description, because that is the instrument every company has to hand.
Audit
Write down the workflows that role would actually spend its week on, and what each one costs today.
Build
Design against that list, and decide for each one whether a machine runs it, drafts it, or keeps out of it.
After
The repeatable work runs itself and reaches a person prepared. The judgement stays where accountability already sits.
Your version
Which of these is costing you a person?
The AI Opportunity Audit ranks your own list in forty-five minutes, at no charge, and you keep it either way.
Request the audit