AI Agent Development Company & Custom Agents
Agents that do real work.
Custom AI agents that pull from your data, reason about it, and take action — inside scoped permissions, with audit trails and evals. We're an AI agent development company that measures success in hours saved per week, not in demo wow.
AI agents & chatbotsfrom €4,900
Potential analysis€1,490
Fixed price — in writing before the project starts.
All prices/ Recognize this?
Why the AI agent never got past the demo.
01
A demo, not a colleague
On three hand-picked examples it looked impressive. On the messy real ones it guessed, and someone quietly went back to doing the work by hand.
02
The chatbot invents answers
It replies confidently to questions it has no source for. Support now spends its day correcting the bot instead of looking after customers.
03
Nobody owns it after launch
The freelancer who built it is gone, the model behind it changed, and quality slipped without anyone noticing. There are no tests, so nobody can even say when it broke.
04
The data was never wired up
It is supposed to answer from your documents, tickets and records — but those sit in five systems with no access path. Without that plumbing it stays a chat window with opinions.
/ What we do differently
Agents scoped like a job description, run like a system.
One job, defined before any code
Inputs, outputs, edge cases — and what the agent must never do. A narrow brief beats an agent that is vaguely responsible for everything.
Scoped permissions and a full audit trail
The agent reaches only what its job requires, and every action it takes is logged. Autonomy is earned in steps, not granted on day one.
Evals instead of gut feeling
Test suites measure the agent against real cases and against the human baseline it is meant to relieve. When a model changes, the suite notices before your customers do.
Measured in hours saved per week
Success is a number you can check, not a demo that impresses. We start with the smallest agent that proves the value on real cases; the budget follows the evidence.
What we build
Agents with a job description.
/ 01
Custom AI agents
Multi-step agents for a specific job — triage, research, drafting, data entry — wired to your systems and data, acting only within permissions you've scoped.
/ 02
AI chatbots
Customer-facing and internal chatbots that answer from your real knowledge base — with honest "I don't know" behavior instead of confident nonsense.
/ 03
Tool & data wiring
RAG over your documents, MCP and API integrations, structured outputs — the plumbing that turns a chat model into an agent that can actually do things.
/ 04
Evals & guardrails
Test suites for agent behavior, monitoring, cost controls, and audit trails — so you know what the agent did, and it stays good as models change.
Tools we reach for
- Anthropic Claude
- OpenAI
- Gemini
- Vercel AI SDK
- MCP
- n8n
How we work
Diagnosis first — like everything we do.
Scope
One job, defined like you'd brief a new hire: inputs, outputs, edge cases — and what the agent must never do.
Wire
Connect data and tools with scoped permissions. The agent gets exactly the access the job needs — no more.
Prove
A working agent on real cases within weeks — judged against evals and against the human baseline it's meant to relieve.
Operate
Monitoring, cost tracking, and regression evals as models change. An agent is a system to run, not a feature to ship.
Said about the studio
We let the work speak first.
I cannot recommend Yuriy enough. He designs and builds beautifully and correctly, communicates clearly, and makes the work fun. If you need a high-performance website for your business — look no further.
Griffin Stewart
Co-Founder, 5DayDeal
Yuriy is by far one of the best developers I've ever worked with. Skill, ability, communication — all top notch. Best of all, he thinks above and beyond the task and recommends a better alternative when one fits.
Gary Rudd
Co-Founder, LifeLock Promo Codes
Yuriy and his team are simply the best. They take a vision and turn it into a complete work of art — every aspect of the solution completed professionally and to perfection.
Douglas Geller
Founder & CEO, GDSI
/ The offer
AI agents & chatbots from €4,900 — fixed price.
Two to four weeks · Potential analysis first for €1,490
- One job scoped like a new hire's brief
- RAG over your documents, MCP & API wiring
- Scoped permissions for every system it touches
- Eval suite run against real cases
- Monitoring, cost controls & audit trails
- Handover with your team trained to run it
FAQ
Questions we get a lot.
Software agents with a defined job: they read from your systems, reason with a language model, and act — file, draft, route, update — inside scoped permissions. Plus the unglamorous parts that make it dependable: data wiring, evals, monitoring, audit trails.
An agent for a single job on existing data starts from €4,900 fixed — a matter of two to four weeks, not months. Not sure an agent is the right step? The AI potential analysis (€1,490 fixed) settles it up front. We start with the smallest agent that proves the value on real cases; the budget follows the evidence.
A chatbot answers questions; an agent completes tasks. If the goal is "let people ask about X", build the chatbot — it's simpler and cheaper. If the goal is "this work should happen without a human doing every step", that's an agent. We'll tell you which one your case actually needs.
Claude, GPT, and Gemini, picked per task; agent tooling and protocols like the Vercel AI SDK and MCP where they earn their place. The stack follows the job — never the other way around.
Scoped permissions — the agent can only touch what its job requires — audit trails for every action, eval suites that catch regressions, and GDPR-conscious data handling. Autonomy is earned in steps, not granted on day one.
Further reading
From the journal: building AI products.
- 01
An MVP development framework for AI products
Nine honest stages from prototype to a product people pay for.
- 02
AI MVP development strategy: cut the hype from your launch
Seven proven steps to ship an AI product without betting the budget on a demo.
- 03
AI integration rules for digital products
Stop bolting on models: seven rules for products where AI does real work.
Related services
AI consulting & strategy
Not sure an agent is the right move? Start with an audit and a roadmap that's honest about it.
AI automation & workflows
Some jobs don't need an agent — a well-built workflow automation saves the hours at lower cost.
AI & LLM integration
AI as a product feature — Claude, GPT, or Gemini wired in with RAG, evals, and cost controls.
Working together
Have a job an agent should own?
Describe the task and the systems it touches — we'll tell you what an agent can realistically do, and what it shouldn't.