AI transformation: from strategy to implementation
An AI transformation starts with the question of which work can be handed over and what that is worth, not with the technology. WeAdapt walks through your processes, measures where the hours go and works out per opportunity what automating it returns.
You get a process map, a business case per change and an order: what first, what later, and what is better left to a person. It does not stop at a report. WeAdapt builds the first change and hands it over to your team.
What this gets used for
- A process map of one department
- A business case for an automation plan
- A second opinion on a supplier's proposal
- A roadmap for the year ahead
Why the first step is so often the wrong one
The processes that shout loudest for attention are rarely the ones that return the most.
A package gets picked before anyone worked out which problem it was meant to solve. After that the conversation is about the tool and no longer about the work.
Without a number for the current situation, every saving is an assumption and nothing can be demonstrated afterwards.
Sales points at quotes, finance at invoicing, operations at planning. Without weighing it up, the loudest voice wins.
A report not written by someone who could also build it structurally underestimates what delivery costs.
What WeAdapt delivers
Not a deck of recommendations in general terms, but four documents your team can act on.
A process map
Every step, every handover and every hour the work costs today. This is the baseline you measure every later saving against.
A reasoned calculation
What an intervention costs, what it returns and after how long those two cross. If the sum does not work, that is in there too.
An order of play
Which process first, which next and which not for now. Weighed on return, risk and how quickly it can be built.
An honest read on AI
Where a model adds value and where a plain connection is cheaper and more reliable. Not everything that is possible is worth doing.
Live within a few weeks
Three weeks to measure and calculate, and in week four the first intervention runs. The columns below are as wide as the step takes.
One conversation about where the pressure sits and what you have already tried.
Conversations with the people who do the work. They know where the time goes, better than the org chart does.
The process map, the business case per intervention and the weighing on return and risk.
You get the roadmap walked through and keep the documents. Together you pick the intervention that gets built first.
WeAdapt builds the intervention at the top of the roadmap and hands it over to your team. Who you build with after that is up to you.
Who this is for
The process map makes it visible, with a number attached, before anything gets built.
Sales, finance and operations each have their own candidate. Weighing on return and risk makes that discussion small.
What an intervention costs, what it returns and when those cross. If the sum does not work, that is in there too.
Then a report is a detour. Start with the build; the process map comes in week 1 anyway.
This advice is written by the party that also builds it, so it is about delivery, not vision.
A roadmap without an owner stays a document. The internal owner should be in place before the start.
Questions about AI transformation
No. The process map and the roadmap are yours and are written so another party can pick them up. WeAdapt is happy to build it, but the advice is not set up to make that choice for you.
One session with the client and three to five interviews of about an hour with the people who do the work. Nothing else needs preparing.
Then that is what the report says. That is a useful outcome: it saves you a project that would not earn itself back. In practice a map almost always surfaces at least one process worth doing.
Yes. With teams that already automate, the conversation is more often about what got left behind, what runs twice, and where maintenance is becoming a risk.
It is written by the party that would also build it, so the estimates are based on what delivery really costs. That makes it more concrete and usually more sober.
Also worth a look
Do you know where most of the time disappears?
Book a 30 minute call, or send a message through the contact page. Robin replies within a day.