01 · flagship

AI agent development

An agent is not a chatbot with canned answers. It is a system that breaks a task into steps by itself, reaches into your databases and services, makes decisions and carries the job through to a result. I design them around a specific process inside your company.

  • LLM
  • RAG
  • Function calling
  • Vector DB
  • Multi-agent
  • Guardrails
  • Reply in 15 minutes
  • Free estimate
  • Pay by milestone
  • Code and access are yours
sound familiar?

Sound familiar?

Staff spend hours on repetitive work: moving data around, answering the same questions

The agent takes over the routine and works around the clock

You tried ChatGPT, but it makes things up and does not know your data

The agent answers from your documents and cites the source

The process rests on one person — they get sick and everything stops

The logic lives in the system, not in one employee’s head

You worry your data will leak into someone else’s AI

The model can run on your own server

what is included

What you get

01

An agent built around your process

I work out how the job is done today and design the agent around that, not the other way round. It gets exactly the tools the task requires.

02

RAG over your documents

Policies, contracts, knowledge base, correspondence. The agent answers from facts and names its source instead of inventing one.

03

Access to your systems

CRM, 1C, email, calendar, payments, warehouse. The agent reads and writes data through APIs — with the permissions you define yourself.

04

A human in the loop

Borderline decisions go to an operator for approval. You decide where the agent acts on its own and where it only suggests.

05

Protection against hallucination

Constraints at the architecture level, fact checking, logging of every step. It is always clear why the agent did what it did.

06

Your own models if needed

When the data cannot leave the building, I deploy the model on your server. Nothing goes outside.

×3growth in sales conversion
case study

An AI manager tripled conversion to sale

The bot answers a construction crew’s clients like a real manager: it clarifies the job, states the terms and carries the chat through to a request.

process

How the work goes

01

Mapping the process

We look at what people do by hand and what of it can genuinely be automated.

02

Prototype

The first version of the agent, running on real data, in a week or so. You try it, we adjust the direction.

03

Rollout

I connect it to production systems, set up permissions and launch it on part of the workload.

04

Growth

We read the logs, refine the scenarios and widen the agent’s area of responsibility.

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questions

Common questions

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A chatbot replies to messages according to rules set in advance. An agent plans its own sequence of actions, calls external tools, checks the result and changes the plan when it needs to. A bot talks; an agent works.

A working prototype on your own data takes 1–2 weeks. A full rollout connected to production systems takes 3 to 6 weeks depending on the number of integrations.

If that matters, I deploy the model on your own server — nothing leaves your perimeter. Where cloud is acceptable, I use modes that exclude training on your data and strip personal data before anything is sent.

It depends on the number of integrations and the complexity of the scenario. I price by stage: after the first conversation you get a range, after we map the process — an exact figure and deadline. Payment is split by milestone.

Handling requests and emails, finding and qualifying leads, working with documents, answering clients from a knowledge base, preparing reports, watching deadlines and stock. A good candidate is any task where a person follows clear rules but spends a lot of time on it.

Not necessarily. For most tasks an inexpensive cloud server is enough. Your own server with the model inside is needed when data cannot leave the company — we decide that at the start.

Shall we discuss your task?

Pick what fits — Telegram opens with a message already typed. Just add a couple of words about the task. The estimate is free, and I reply within 15 minutes.

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