AI moves fast, and most leadership teams feel the pressure to act without a clear sense of where AI adoption actually pays off. Budgets get spent on tools that sit unused, pilots that never scale, and consultants who leave a slide deck behind but no plan. CSM does this differently. We put a euro figure on every manual process in your business, then show you precisely where AI earns that money back, in what order, and how soon. And if you're an Enterprise Ireland client, up to 80% of the cost can be funded. Up to 80% funded by Enterprise Ireland. Through the Access Advice: Digital Discovery support, Enterprise Ireland clients can claim up to 80% grant funding toward expert advice on their first or next step into AI, to a maximum grant of €5,000. If you qualify, we prepare the application with you and run the Discovery as your appointed expert. More on eligibility below.
/CHALLENGES/
You feel the pressure to adopt AI. But nobody can tell you what it's worth.
Tools Without a Plan
Buying software is easy. Knowing which task it should replace, and what that task is costing you today, is the part everyone skips. We start there.
Invisible Waste
Your most expensive problems are the ones nobody logs. Hours lost to manual data entry, chasing approvals, and rebuilding the same report every week, quietly draining salary across the business.
Fragmented Operations
Work doesn't break inside teams. It breaks between them, in the handoffs where data gets copied by hand from one system into another, over and over.
/OUR PERSPECTIVE/
The cost of all that sits hidden in plain sight. Discovery makes it visible, then makes it actionable. Adopting AI without understanding your own operation is how businesses end up with expensive software and no result.
/HOW WE WORK/
We start with the numbers
Over four to five weeks, we interview the people who run your key functions, map how work really happens, and assign a real annual cost to every task we find. From that, we build a ranked roadmap of where AI returns the most, fastest. You finish with clarity and a plan, not another tool to figure out.
/WHAT CHANGES/
/WHO WE WORK WITH/
Established businesses serious about getting AI right
We work best with established businesses, typically doing €1m–€30m in revenue, where the team is stretched and leadership knows AI should be helping but can't see how. Our clients are founders, CEOs, COOs, and the operations and finance leaders who feel the weight of manual work every week. They're commercially sharp and impatient with vague promises. They don't want a futurist. They want someone to look honestly at how their business runs, find the hours bleeding out of it, and hand back a costed plan to fix it. We're not the right fit for very early-stage companies, or for teams chasing AI as a headline rather than a result. If you're weighing up where to start and you're unsure whether CSM is the right partner, book a discovery call and we'll tell you straight.
/THE RESULTS/
01
A True Picture of Where Your Hours Go
You walk away knowing exactly which processes are eating your team's time and what each one costs in salary every year. No more guessing where the waste lives.
02
A Prioritised, Costed Roadmap
Every opportunity ranked by return, effort, and timeline. You know what to build first, what it saves, and what to leave for later, before spending a cent on delivery.
03
A Funded Path to Act On
Quick wins live within weeks, a clear implementation plan with owners and metrics, and for eligible Enterprise Ireland clients, up to 80% of the cost covered by grant funding.
