03 / AI deployments
Which task will your company hand to AI first?
Not "transformation". One process, one agent, measurable result. On your data, without sending it to public services.
Bartosz Paszek · deployments on own hardware
Why
What changes when AI does the work?
People get their time back
Reports, email replies, proposals: the agent makes the first draft, a person decides.
Measurable results
Every deployment has a counter: tasks done, hours saved, errors avoided. No counter, no deployment.
Data stays with you
Private models on own hardware. Contracts, price lists and customer data stay inside.
A team that can carry on
Afterwards your people know how the agent works and how to improve it.
How the pilot works
Four steps, from call to counter.
Discovery
A one-hour call and process review. We pick one high-return task.
Pilot
An agent on your data, limited scope, acceptance criteria written before launch.
Measurement
Two weeks working alongside people. We count results, costs and errors.
Deployment
Roll-out, team training, maintenance plan. Or an honest "this makes no sense".
What we deploy
Three kinds of solutions we use ourselves every day.
Task agents
- Replies to enquiries and emails
- Preparing proposals and documents
- Reports from operational data
Processes with AI inside
- Ticket handling with human oversight
- Content and data quality control
- Automation between systems
Private AI
- Your own cluster or on-site server
- Local models for your data
- Company memory for agents
Who runs it
Bartosz Paszek. Deploys it in-house before proposing it to you.

Expert in creating applications and working with AI tools. At Numerika he runs technology: in-house compute cluster, agent team with company memory, the apps and websites built on it. This site and its content came from the Numerika lab.
A team of agents co-runs our company. We deploy only what we use ourselves.
What it costs
Pilot first, then decide.
Working prices until sales open. Numerika is not VAT-registered.
Deployment workshop
Process review, task selection, agent prototype and acceptance criteria list.
Book a call↗Supervised project
Agent on your data, measurement, team training, maintenance plan.
Get a quote↗Questions
Before we talk.
Not sure what to deploy. Where do I start?
With a call. You show us the team's working day and we point to the one task that pays back fastest.
What about my data?
We work on our own hardware. Data doesn't go to public AI services unless you choose to.
How long is a pilot?
Usually 2–4 weeks from call to numbers. Depends on access to data and people.
Why these prices?
Working prices until sales open. Numerika is not VAT-registered: the price quoted is the price you pay.
Contact
Let's discuss your task before you buy.
Tell us which process eats the most time. We'll come back with one pilot task.
We reply in two working days. Data controller: Numerika AI sp. z o.o.