AI that runs in your operations. Measured in your P&L.
We assess, build and ship production AI workflows.







Problem
Companies are investing heavily in AI.
Yet the impact barely reaches the P&L.
- 01
Licences get bought. Copilot seats are not an AI strategy. Access alone changes nothing, and the bill grows every month.
- 02
Pilots get demoed. 95% of enterprise GenAI pilots show no measurable P&L impact (MIT NANDA, 2025).
- 03
The P&L does not move. Nobody owns a clear way to capture the value that was promised.
Solution
Not a slide deck. A decision your board can fund.
Every engagement ends with one page a director can sign: what to build, what it costs, who owns it, and which number in the P&L it moves.
- One number in the P&L
- One named owner
- One fixed fee
Order-to-cash: build the invoice-matching agent first
- Value at stake
- €410k / year
- Build
- Fixed fee · 10–12 weeks
- Payback
- 7 months
- Owner
- CFO · Finance Operations
- Number it moves
- Days sales outstanding 48 → 39
Why
Strategy and code in one team.
Why companies that are done with pilots pick a small senior team over a big firm or a software vendor.
Strategy and code in one team
Nothing is lost between the business case and the build. The people who find the value are the ones who ship it.
A fixed fee, agreed up front
Scope and price are set before we start. If it takes longer than we said, that is our problem, not a change request.
You own what we build
The application we build for you, its runbooks and the data from your project live on your infrastructure.
How it works
From first question to a system your team runs.
Three phases, fixed fees, and a decision at the end of each. You can stop after any of them and keep what we have delivered.
- 01Weeks 1–4
Discovery Sprint
Find the number worth building for.
You get
- A working prototype on your data
- A business case with every assumption shown
- A roadmap, ranked by value
You decide
Fund it, or don’t.
- 02Weeks 5–16
Build
Ship one workflow to production.
You get
- A live system on your infrastructure
- Progress you can see running every week
- Acceptance criteria agreed before we start
You decide
Go live.
- 03After go-live
Run & scale
Your team runs it. The next one is faster.
You get
- Runbooks and knowledge transfer
- Hypercare from the team that built it
- The blueprint reused for the next workflow
You decide
Next workflow, or an optional retainer.
Platform
A platform we already run in production.
You do not pay for it. It is how we start in week one and keep the price fixed.
Gateway
Every model call logged and checked against your policies. Switch providers without rewriting an agent.
Second Brain
Decisions, documents and transcripts in one place your agents can reach.
Chat and skills
Chat with a choice of models and a shared library of prompts and skills.
Assessment
AI interviews with your people map how work really happens. The roadmap is built on that.
Every step logged
Your data stays yours. Every step is logged: what the agent saw, and why it acted.
Your application, your data
You get the application’s code, runbooks, prompts and evals, and the data from your project. The platform stays ours.
We rolled out Copilot to everyone. Why hasn’t it changed anyone’s week?
Because a licence speeds up a person, not a process. Writing an email faster does not shorten the time an invoice, a claim or an offer takes to move through your company. Results change only when a whole workflow is redesigned around AI, with an owner and a number attached. That is the work we do.
Is Claritio a consultancy or a software company?
Neither on its own. Most consultancies stop at advice, and most software houses build what they are told. We find where AI is worth real money in your operation, build the system on your data, and stay until your team runs it. One team does all three, so nothing is lost between the business case and the build.
Who is this for?
Mid-market and enterprise companies that run a real operation: orders, claims, tickets, invoices, shipments or cases, with volume growing faster than headcount. It works when a named person owns the number the work would move, and when decisions get made in weeks. Messy data is fine. If you want a tool licence or a single chatbot, we are not the right fit.
Where do we start? Can we go straight to building?
Start where you are. A free 30-minute call tells you whether AI is the right instrument for your problem and roughly what it would cost. The Discovery Sprint takes three to four weeks at a fixed fee and ends with a working prototype, a business case and a roadmap. If your use case is already validated, we go straight to the build.
How long until we see results, and what do you need from us?
Three to four weeks to a working prototype on your real data and a business case. Ten to twelve weeks from there to a live system in your production environment. From you we need a named owner of the outcome, two people empowered to decide, and access to the data and systems involved. You see the work running every week.
Will we own what you build?
You own the application we build for you: its source code, runbooks and tests, and the data created during the project, including what our platform produces for you, such as interview results and the knowledge base. Our platform, models and methods stay ours. They are what let us start in week one and keep the price fixed, and we reuse them on every project.
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Ways to start
Two services. One senior team.
Fixed fees. Strategy in 3 to 4 weeks. A live agent in 10 to 12.
AI Strategy
3–4weeks · fixed fee
- Ten to twelve candidate use cases, each with a value attached
- Scored on value and feasibility
- On your real data, awkward cases included
- Written to survive a finance review
- Then one call: fund it, or kill it
Custom AI Agents
10–12weeks · fixed fee
- For companies with a validated use case, ready to ship
- A live agent in your operation, visible in your P&L
- On your infrastructure or an EU cloud you approve
- Every step logged: what the agent saw, and why it acted
- Code, runbooks, prompts and evals handed over
Let’s talk
Let’s find the number worth building for.
Tell us where you are. We will tell you where to start. A founder replies within two working days. No sales deck.
Or write to us · hello@claritio.com