Hand AI the work you pay full rate for.
Answering the same emails, rekeying data between systems, assembling offers and reports by hand. You hand those processes to AI we build and keep running in production.
Why now
Delay has a price that never shows up on any invoice.
In two years, AI use in companies worldwide jumped from 55% to 88%. Not long ago that was the early movers' edge; today it's the level the market is settling on.
Stanford AI Index, 2026of companies worldwide now use AI
Why do most AI projects end at the demo?
You may know this one: a demo that looked great in the room and never moved in the real process. You're not alone in it, and language models are genuinely good now, so these projects rarely fail on the model. They fail on three things, usually the same ones.
The pilot never enters the process
The demo looks good on hand-picked examples. The real process holds dozens of exceptions the demo never saw: the system stays a board presentation while the work keeps getting done by hand, and keeps costing you full rate.
Nobody wrote down what “works” means
Everyone talks about quality, but nobody set the measure or the threshold above which the system may be trusted with the job. Without that number you can't tell a deployment from an experiment.
A system with no boundaries and no trace
An automation that can do anything and logs nothing loses at its first mistake: nobody can say what it did or why, so nobody lets it work.
A demo won't tell you which deployment is real. How it is run will. Ours end in production because every one follows the same rules.
- A measure before code
- Boundaries and a trace
- A fixed price
- Your code stays yours
Client reference
It started with one thing: Syntalith set up a personal agent that took over the repetitive decisions and always knows where its role ends. It quickly went much further, they taught me to work with AI on my own processes, and today we're bringing the same thing into the whole team.

Scope of work
- Personal AI agent
The starting point: an operator set up on his machine, with a clear boundary and a trace behind every decision.
- 1:1 training
Working with Claude on his own processes, built to ship in production.
- AI across the team
The same habits and tools now rolling out to his people.
A few of the systems doing daily work right now.
Each of them took over work that used to eat our clients' hours. With every one we show the scope, the status and the boundaries.
Four listing portals turned into a short decision queue.
The system follows saved searches on OLX, Otodom, Gratka, and Morizon, keeps listing history in a CRM, and shows the operator only the events that need a decision.
See the deployment- B2B services, shared inbox
An inbox where people only get the exceptions.
See the deployment - VC fund, investment analysisDelivered
A company pipeline scored before the analyst sits down.
See the deployment - Personal operator
A personal AI operator, tuned and hosted on the owner's own machine.
See the deployment
Our own products
We do not only build for clients. These two systems run on live traffic under our own brands, so you can see the work before we ever quote yours.
Count the cost
What is the work your team still does by hand actually costing you?
Tick the processes that drain your team every week, then set the hours and the rate. It's work you pay full rate for, often done by your best people.
The build that takes this work off your team starts at €3 500, paid once. On the scan we tell you which line is worth handing to AI first. The code stays yours.
What eats your team's time?
Tick the processes and enter how many hours a week each one eats.
- hrs/week
- hrs/week
- hrs/week
Your numbers
Hours per week × cost per hour × 52 weeks.
This is what leaving it as-is costs you
~ €12 000/ year
≈ €240 every week
Your numbers, not our promise. This is the full cost of that work today; how much of it you actually recover is something we settle together on the scan.
You hand us the process that eats your team's hours every month. We hand it to AI.
Automation, an LLM app, or an agent? We decide the form on the free scan, against the seven criteria. Automations start at €3 500, apps and agents at €6 000 net; you pay for the work the system does, not for its label.
As-is, this process costs you
Count your cost in the calculator aboveThat bill comes back every year. The implementation is a one-time cost, and the work leaves your team for good.
AI implementation
After the scan we name the build plainly: automation, app, or agent. The process and the seven acceptance criteria decide, not the technology label.
from €3 500
Scan & Specification
You start with the free scan; the full implementation specification says it plainly: whether to build, what to build, and at what fixed price.
what to automate and in what order · process map, architecture, plan · a fixed quote at the end
€0 (scan) / from €1 200 (Specification, optional)
30 min / 5 days
AI Automations
Repetitive office work runs itself: the system reads, classifies, files and replies, and people only approve.
an invoice from email lands straight in accounting · a request gets a case record and a draft reply · the weekly report assembles itself
from €3 500
2–6 weeks
AI Agents
A system that runs a process from event to outcome and calls a human only on exceptions.
portal monitoring and a decision queue · inbox triage under an agreed policy · research and dossiers before a decision
from €6 000
6–16 weeks
AI Apps
Your own application with an LLM inside, built for your process when off-the-shelf SaaS doesn't fit.
search across company documents · data extraction from PDFs and scans · an internal panel with a copilot
from €6 000
4–10 weeks
Personal AI agent
A personal operator for owners and executives: briefings, research and decision prep within boundaries, on infrastructure you control.
from €1 200
AI Training
Your team uses Claude in daily work: documents, analysis, research, with boundaries and a trace.
net · quoted per scope
from €1 200/day
AI-Native Course
Build with agents you can trust, and leave with your own method, not notes.
paid course · net
quoted after a call
No sales deck and no obligations. If automation doesn't make sense, we'll write that too.
Book a free process scan (30 min)Prices net (excl. VAT). A first automation starts at €3 500; a typical production build runs €6 000–35 000.
What if the system doesn't work?
It's the question everyone asks after one rollout went sideways: that the price will balloon mid-build, that you'll be locked to one vendor, that you'll pay for something that never runs. So we take the risk on ourselves and write it into the contract.
Fixed price
The contract price doesn't move mid-build. No hourly billing, no surcharge for fixes.
Result guarantee
We write the target down before the first line of code, and the pilot has to hit it on your data before you commit to the full rollout. If it misses, we fix it within the fixed price: you don't pay for the extra time.
The code stays yours
Code, prompts, evaluation data and documentation belong to you. No lock-in to a single vendor.
We'll say "don't build"
If the scan shows a simple script is enough, or that it's not worth building now, we say so plainly. That recommendation costs nothing.
Five steps from a call to production.
Fixed scope and fixed price from the contract. After the scan, after the proposal, and after the pilot, you get a clear point where you can say “we stop here”, at no cost and with nothing to explain.
30 min · €0
Process scan: 30 minutes, €0
You talk to an engineer about the processes that cost you time. Within 2 business days you get a written summary: what to automate, in what order, and what it costs.
5 business days
Proposal or Specification
A free fixed-price proposal within 5 business days. When scope is unclear or the risk is higher, a written implementation specification (from €1 200, 5 days): a document you can hand to any vendor.
fixed price
Contract
Scope, price and the success metric written into the contract. No hourly billing.
2–16 weeks
Build with a pilot: 2–16 weeks
Result guarantee: the pilot on real data must hit the written target before you commit to the full rollout. If it misses, we fix it within the fixed price: you don't pay for extra time.
Yours to keep
Handover
Code, prompts, eval data and documentation are yours. Maintenance priced individually, if you want it.
Deployed
For whoever signs the budget
After the 30-minute call, you get a document ready for the decision-maker.
One or two pages within 2 business days: what to automate, in what order, the cost ranges and the measurable target for each. Enough for someone who wasn't on the call to decide.
Process scan takeaway
example layout
Invoices from PDF straight into the ERP
AI automation · first
from €3 500
Invoices routed for approval
AI automation · after the first result
from €3 500
Agent reconciling invoices
AI agent · stage two
from €6 000
Sometimes the recommendation reads: don't build yet. We write that down too.
Each line carries a fixed entry price, a measurable target, and the boundary (what stays with a human). The paid implementation specification expands it into a full internal business case.
Who builds.

Artem Lisovtsov
Founder · full-stack and AI/ML architect
FinTech and MediaTech systems for large European organizations.
LinkedIn
Serhii Ivanchatenko
Backend and AI integrations
Enterprise .NET, PLM, CRM; lead engineer of the odbierze.ai voicebot.
LinkedIn
Training
Your team already uses AI, just on its own terms.
Some click into ChatGPT with no rules, others ship code in 20 styles. We train both groups: engineers with systems in production, on your real process or code, not a talk about trends. Five 1:1 trainings delivered so far.
Who teaches
- Engineers with systems in production, not career trainers
- The same discipline as our builds: boundaries, verification, a trace
- You leave with a method and your own working tools, not notes
Participant testimonial
I came in using coding agents ad hoc and left orchestrating them: loops, an agent kanban, a full development cycle that ships. What stayed with me is running context and cost on purpose, and building my own harnesses instead of waiting for a tool to ship one. It changed how I work day to day.

Senior Software Engineer, Immutable
Two ways in
For builders · 1:1 or company
AI-Native Course
Build with agents you can trust, and leave with your own method, not notes.
quoted after a call
paid course · netFor non-technical teams
AI Training
Your team uses Claude in daily work: documents, analysis, research, with boundaries and a trace.
from €1 200/day
net · quoted per scope
FAQ
How much does an AI deployment cost?
We state prices up front: automations from €3 500, AI apps from €6 000, agents from €6 000 net. Production builds typically land between €6 000 and €35 000: the price depends on data sources, integrations, autonomy and risk, not on the number of agents.What does the free scan commit us to?
Nothing. 30 minutes with an engineer and a written summary within 2 business days. No sales deck and no weekly follow-ups: if you don't reply, we won't chase you.What if something simpler than an agent is enough?
We say so plainly: sometimes the scan's verdict is: an integration or a simple script will do, and sometimes: don't build now. That recommendation is part of the work and costs nothing.What if the AI makes a mistake?
The system gets boundaries and a full action trail: anything it isn't sure about goes to a human, and production impact requires approval. In the pilot we write down a measurable target and test it on real data before you commit to the full rollout.How long does a deployment take?
Automations 2–6 weeks, apps 4–10, agents 6–16. We set the scope and the timeline in the contract before we start.Where is our data processed?
In the agreed environment, or directly in yours. The scope of access is written down before we start, and the system gets permissions limited to the process it runs.
Give us one process for 30 minutes.
A free process scan: you describe the work that's costing you full rate, and we tell you what can be handed to AI, in what order, and at what cost.
- 30 minutes with the engineer who would build it, not a salesperson.
- A review of the processes that cost you the most time and money.
- A written summary: what to automate, in what order, with cost ranges.
No sales deck and no obligations. If automation doesn't make sense, we'll write that too.