We connect your company's data and know-how and build AI agents on them that can handle whole tasks for your team.
Book a first meetingAI agents can only solve real problems in a company they know. We connect your systems and your people's know-how into one secure company brain, then build agents on it that take whole tasks off your team. You see in clear numbers what each one brings.
Without your data and know-how it stays at generic answers.
One clear environment for you and your AI agents.
Data alone is not enough. With your people we add the context: what you sell and to whom, who decides what, how an order moves from enquiry to invoice. Every figure keeps its source, so every answer can be checked.
Quotes waiting for weeks. Jobs below margin. Hours lost to retyping.
With an understanding of your company, defined rules and a measurable result.
It needs your company. Today your company is spread across the CRM, accounting, the ERP, mailboxes, spreadsheets and the experience of your people. Each system knows one piece. No AI tool you buy knows the whole.
We connect the systems you already run, without replacing any of them. The brain runs in an environment dedicated to your company, on your infrastructure or on a secured server. Access is read-only wherever the work allows it and limited to what we agree in writing.
Data alone is not enough. With your people we add the context: what you sell and to whom, who decides what, how an order moves from enquiry to invoice. Every figure keeps its source, so every answer can be checked.
Once your company is in one place, the gaps show: quotes that wait for weeks, jobs below their quoted margin, hours spent retyping what another system already knows. We rank them by what they are worth to you and set the measure before we build anything.
On the brain we build agents that take whole tasks off your team. We launch each one and measure its results against the starting point, so you know exactly what it brings. What an agent learns goes back into the brain, so every next one starts smarter.
Six places where the first agent can start. Each one works on your company brain, so it already knows your products, your customers and your rules.
Quotes that take weeks, enquiries nobody answered, offers nobody followed up. An agent that knows your pipeline drafts every follow-up and puts it in front of the right salesperson before the deal goes cold.
How much of your people's time goes on administration, retyping data, fixing errors and waiting for information from other departments? Agents take over the retyping and the chasing and release that time for customers, production and higher-value work.
An agent checks every running job's actual cost of materials, labour, machines and subcontractors against its quoted margin, and warns you while there is still time to act, not at year end.
Stock that does not move, jobs that stay in progress too long, deliveries still waiting for an invoice. An agent watches all of it and sends each item to the person who can release the money.
Work centres at their limit while others wait, material that arrives late, the real causes of delay. An agent that sees the whole floor warns you before a delivery slips, so more jobs finish on time.
An agent reads every new public tender, checks its field, value, region and requirements against what you can actually deliver, and puts the best matches on your desk.
Which deals are stuck right now, and why?
Three opportunities worth €86,600 are stuck. E-1203 has waited 47 days for a quote, the other two are waiting for a reply.
Meanwhile two enquiries came in through the website. I created quotes for them, you will find them under To approve.
You tell us how your company runs so we can find out whether working together makes sense. If it does, we continue with a deep audit.
We talk to the people who run each part of your company and read an agreed set of your data. The report shows, from that data, where AI pays back and where we recommend putting it first.
We connect your systems and your people's know-how into one company brain: your data in one place, the context of how your company works, and a secured environment your agents run in. Every agent after it starts from what the brain already knows.
On that brain we build specific agents, one at a time. Each takes a whole task off your team, each has a measure agreed before we start, and each is measured against where you started.
AI only helps when it knows how the company works, what is worth changing and how to put the change into practice.
Adam KropáčekFounder of KESTIR
Let's talkTell us a little about your company and we will contact you as soon as possible.
No. The brain is built on the systems you already run. We connect to them the way they allow, agreed in advance, and nothing is replaced or rebuilt.
Depending on the case, we can work with data from ERP, CRM, accounting, operational systems or e-mail. Before we start, we confirm which sources can be used and how to access them securely.
Before we start, we agree what data we need, who will have access to it, where it will be processed and how long we will keep it. We limit access to what the work actually needs.
Your agents learn from your company brain and serve only you. The firms that build AI models do not learn from your data: personal data is pseudonymised before any AI model sees it, and we only use models under commercial terms that forbid training on your data.
Access rights are set before work begins. Where technically suitable, we prefer read-only access. Processing takes place in your environment or in an environment in the EU agreed in advance. We define which sources are accessed, for what purpose, who has access and for how long.
Yes, that is the point of the brain. We build each agent on it, run it and compare its results with the starting point we agree before building. Each one has its own agreed scope.
At the start, conversations with the people who run each part of the company, and someone who can grant access to the systems. Later, reviews when the brain and the first agent are ready. How much depends on the scope, which we agree before we start.
We set the price before work begins, based on the scope: the sources we connect and the agents we build. We do not publish prices, because the scope differs from company to company.
A specific financial benefit cannot be promised before we know your company's situation. Before we start, though, we can set the baseline and agree how we will measure the result.
You still have your company in one place, in a form AI can work with, and a clear account of what the data showed, including its limits. We agree the deliverables in advance, so you know what to expect.
Over the last four years I have worked intensively with AI, data and how companies use them. Working with companies, I realised that AI tools alone are not enough. AI only helps when it knows how the company works, what is worth changing and how to put the change into practice. That is why I built KESTIR. I want to help companies put AI to work where it makes business sense, on a brain that knows the company.
Don't take my word for it.
Adam Kropáček
Founder of KESTIR