Our method

Map, Automate, Integrate, Scale

Four phases, in this order. The order is the method: most failed AI projects we are asked to rescue started at Automate, without anyone having measured what the manual version cost.

M

Map the processes and the opportunities

Week 1

We follow the work as it actually runs, not as the documentation describes it, and put a monthly cost against each repetitive step. This phase regularly ends with us recommending fewer projects than the client expected, because most of the value is concentrated in two or three processes.

A

Automate without breaking anything

Weeks 2 to 4

We build the automation alongside the manual process and run both until the outputs agree. Logging and alerts are written before go-live, not after the first incident, because an automation that fails silently is worse than the manual step it replaced.

I

Integrate with what you already run

Weeks 4 to 6

The automation connects to your existing tools rather than asking you to move. Replacing working software is a separate decision with its own cost and risk, and folding it into an automation project is how both end up late.

S

Scale what works and stop what does not

Ongoing

We measure against the baseline from phase one. What pays back gets extended, what does not gets switched off. Both outcomes are reported, because a method that only ever produces successes is not measuring anything.

Principles

What we hold to when it costs us the sale

Assessment before implementation

We do not quote a build before knowing what the manual version costs. Without that number, nobody can judge the proposal.

A metric per phase

Each phase has a number attached at the start. Deciding what success looks like afterwards is how projects get declared successful without being.

Adoption, not delivery

A tool nobody uses is a cost. We measure usage weeks after handover, and report it when it disappoints.

Reversible from day one

Every automation can be switched off with the manual path intact. Speed of rollback matters more than speed of release.

Your team can maintain it

We document so your people can run and extend it. Building permanent dependency on us would be good for revenue and bad for you.

We say when the answer is no

Our audits rule out more processes than they recommend. That is the deliverable working, not the deliverable failing.

Start at phase one

The first conversation is the mapping phase in miniature, and it costs nothing.

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