Practical AI transformation and adoption for your business operations.

You have seen what AI can do. Nothing in your business has changed.

Graftwerk is for businesses that are done with pilots. We find the work worth changing, build it, and stay until your team runs it without us.

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Field note / Observed pattern

What happens after the demonstration

The moment
A task the team said would take weeks, done in front of them in minutes.
What follows
The tools get bought. The pilots get demonstrated.
Six months later
Everyone works the way they always did.
The finding
The gap is not a technology problem. It is a works problem.
Across UK SMEs, 54% now use AI. Only 11% use it to any real extent in their operations. That gap is the whole job.
The premise

Your business is a works.

The machinery is your workflows. The emails someone sorts every morning. The information someone copies from one system to another. The report someone rebuilds every Friday. AI is the new power source. The trade is knowing where to apply it and how to make it hold.

Work as it runsFriction namedNew route testedTeam owns it
A leather belt passing over a cast iron pulley on the overhead line shaft, both runs descending toward the spinning frame below.
The Running Order

From first look to working routine.

Five stages, in order. Stop after any stage and keep everything you have paid for. We would rather stop at the right point than fail politely for a fee.

01

Opportunity mapSurvey

We walk the work with you, find the everyday process costing time, and establish where the owner and the opportunity are clear.

02

Ranked shortlistShortlist

We test what is feasible in your real systems, rank up to three opportunities, and recommend one practical place to begin.

03

Working workflowBuild

We build one agreed workflow end to end, fitted to the way your operation and your team actually work.

04

Team handoverCommission

The people who own the work run it under load. We adjust it until it holds and they can operate it without us.

05

Ongoing supportTend

We keep the works in good order: improving the workflow, finding the next gain, helping capability grow.

Commissioned, not installed.

Nothing counts as delivered until the people who own the work can run it under load. We measure a baseline before the build and the result at handover.

The change, performed

One workflow at a time.

A pilot is a switch you flick. Adoption is a drive you hold. Keep the pressure on and watch the route straighten out.

  • 01The route stops doubling back on itself.
  • 02Two handoffs disappear entirely.
  • 03The team runs it without us.
WORK IN RESULT
Let go and it winds back down.
Marked not for service

What we will not do.

  • We do not run pilots for the curious.
    If the business is not ready to act, we will say so.
  • We do not impose change on a team that is not part of the work.
  • We do not sell tools, take reseller commissions,
    or recommend software we would not run ourselves.
  • We do not sell fear. This is an operational discipline and it is learnable.
  • We do not invent proof. The numbers are real or they are absent.
Proof

A young ledger, left unvarnished.

Graftwerk is new. We will not pretend otherwise.

The capability behind it isn’t. It combines commercial and operational experience with AI strategy, workflow design, automation and agentic systems.

We are building Graftwerk around reusable systems, configured to each business: enquiry routing and follow-up, document processing, and management exception reporting.

Not demonstrations. Not AI for its own sake. Systems designed to remove repetitive work, catch what gets missed and give people back time.

Every engagement starts with a measured baseline and ends with a measured result. As client evidence accrues, those numbers will appear here, with permission and without varnish.

If something does not deliver, it will not appear dressed as if it did.

Reusable systemsMeasured both endsClient results to follow
A cast iron flywheel with a flat leather belt running off its rim to an overhead drive, lit by a single lamp.

Every image on this page was made by the tools we fit.

The film at the top and every picture below it were generated in an afternoon, by the person you would be hiring, using the same methods we install in client workflows. No photographer, no studio, no stock library. We would rather show you than tell you.

The real questions

What people ask before they start.

We tried a pilot and it went nowhere.+

That is the normal outcome, not a failure of yours. Most pilots are built to be demonstrated, not to be run on a Tuesday afternoon by someone with other work to do. We build for the Tuesday.

My team will not use it.+

Teams rarely resist the tool. They resist change arriving without support. The people who own the work help build the new route, run it under load with us, and keep it. That is the whole of stage four.

We are too small for this.+

If you have a process that repeats and someone who owns it, you are big enough. Graftwerk is built for businesses of ten to two hundred and fifty people.

How is this different from the AI agencies emailing me every week?+

We come from operations, not technology. We do not sell software, we do not take commissions, and we will tell you to stop if stopping is right. Read the list above of what we will not do.

What does it cost?+

It starts with a paid piece of work with a fixed scope, so you know what you are getting before anything is built. The number depends on the size of the operation, and you get it in the first conversation, not after three meetings.

Do we have to buy new software?+

Rarely. The starting point is always what you already pay for and do not use. If something new is genuinely needed, we will say so, and we take nothing from anyone who sells it.

First conversation

Start with one real works problem.

Bring one or two areas of your operation. Leave with a clear read on what is realistically possible and where to begin, whether or not we ever speak again.

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No pitch deck. No obligation. One conversation.