AI implementation for operations-heavy teams

Turn AI hype into workflows that ship and savings you can measure.

We find the use cases worth building, put AI agents and copilots into production, keep you compliant with the EU AI Act, and get your team running it, all the way to real ROI.

Trusted by operations, support & finance teams across Europe

01 / 08Why we exist

Most companies don't have an AI problem, they have an AI noise problem. Endless demos, vendor promises, pilots that never ship. We turn that noise into systems that quietly save money every week.

02 / 08What we do

How we turn AI into results

Start where it hurts most. Every engagement is designed to prove value fast, then scale what works.

03 / 08Where it pays off

Real automations, real functions

Not demos. The workflows we deploy most, each measured against the numbers that matter to that team.

Customer Support

Auto-draft first responses and triage tickets by intent, sentiment and urgency.

Faster response, lower cost-per-ticket
04 / 08The outcome

From manual grind to measured savings

Forget the demo. This is what a shipped automation looks like in the numbers, modelled on a typical support-triage engagement.

Support triageβˆ’64%
By handWith Roiwerk
Avg. handling time
12 min→20 sec
First response
~4 hours→Instant
Cost per ticket
€6.40→€0.90
Handled automatically
0%β†’75%
manual handling timeβˆ’64%

Illustrative figures based on typical support-automation results.

Designed to prove value fast. Built to scale.

01
4–8 wks
From kickoff to a working pilot
02
60%+
Manual handling time removed on target workflows
03
10–20
Ranked AI use cases from one discovery sprint
04
1:1
Senior operators, never handed to juniors
05 / 08Proof

Results we build toward

Representative engagements across support, finance and governance, see the full breakdown.

View all case studies β†’
06 / 08How it works

A low-risk path from idea to ROI

You never commit to a big build on faith. Each step earns the next.

01

Free AI assessment

A focused 45-minute call. We pressure-test where AI can pay off for you, and say so honestly if it can't yet.

02

Discovery sprint

We map your workflows and data, score opportunities by ROI and feasibility, and agree on the pilot that wins.

03

Pilot & prove

A production-grade build on one high-value workflow, with evals and guardrails, measured against clear success metrics.

04

Scale & enable

Roll out across teams, embed governance and train your people so the results compound without us.

07 / 08What clients say

Outcomes, not slideware

The results teams get once AI actually reaches production, not another proof-of-concept.

β€œ
The discovery sprint paid for itself before we built anything, we killed two projects that would have wasted a quarter and doubled down on the one that worked.
Sofia Renner
Sofia Renner
COO, Northwind
β€œ
Our support team clears the queue by lunch now. The automation handles the repetitive 60% and routes the rest with full context.
Marco De Luca
Marco De Luca
Head of Customer Experience, Helio Retail
β€œ
They got our leadership fluent in AI and the EU AI Act in two workshops. We finally deploy with confidence instead of fear.
Jonas Weber
Jonas Weber
CTO, Quanta Group
08 / 08FAQ

Questions we hear before the first call

Still unsure? The free assessment exists precisely to answer these for your situation.

We're not sure AI is right for us yet. Can you still help?+

That's exactly what the free assessment and discovery sprint are for. We'll tell you honestly where AI pays off, where it doesn't yet, and what to fix first, no pressure to build something that won't return the investment.

How is this different from just using ChatGPT?+

Off-the-shelf chat is great for individuals. We build automations wired into your systems and data, with evaluation, guardrails and monitoring, so a workflow runs reliably at scale, not just in a demo.

Is our data safe? What about the EU AI Act?+

Data protection and governance are built into every engagement. We can deploy with providers and architectures that keep your data private, and our governance service gets you classified and documented under the EU AI Act.

Do we need a big data team to work with you?+

No. We work with your existing stack and people, and hand over documentation and training so your team can own what we build. Enablement is part of the model.

What does an engagement cost?+

A discovery sprint is a fixed, low-risk fee. Implementation is scoped per pilot. You get a clear price and expected ROI before any build starts, and the assessment is genuinely free.

Free AI assessment

Find out where AI actually pays off for you

Tell us a bit about your business. We'll come back within one business day with a short, honest read on the highest-ROI AI opportunities we see, and whether it's even worth starting yet.

  • A senior operator on the call, not a junior with a script
  • Concrete use cases mapped to your workflows
  • No obligation, no pressure to build

No obligation. We reply within one business day. By submitting you agree to our privacy policy.