Answer clients
In messengers and by email, from your knowledge base: price lists, internal rules, product descriptions. At night and on weekends too.
An AI agent takes over your managers’ repetitive work: it answers clients from your knowledge base, parses documents, puts together commercial proposals and runs the deal in the CRM. I build these systems for real businesses — from a single-task agent to a tender system with a 13-stage pipeline.
In messengers and by email, from your knowledge base: price lists, internal rules, product descriptions. At night and on weekends too.
Proposals in Word from your template: items, prices, terms. The manager checks the draft and sends it to the client with a single command.
They read PDFs and estimates, extract the fields you need and match items to your catalog — as in the tender system for Conteria.
They create deals and tasks in amoCRM, write a summary of the conversation to the deal card and suggest the next step to the manager.
They monitor niche chats, score every message and reply to people who genuinely need help.
The head of sales gets a summary of managers and requests without manual exports from the CRM and spreadsheets.
The main risk of an AI agent is a confident wrong answer. That’s why in my systems money, stock levels and exchange rates are calculated by code, not by the model: the model understands the question, classifies the request and writes the text, while the numbers come from your data. If the answer isn’t in the data, the agent doesn’t make it up — it passes the question to a manager.
The agent starts in prompter mode: it drafts the reply and a person sends it. Once the answers prove accurate, part of the flow moves to autopilot. Every action of the agent is logged, so you can always see what it did and why.
I work with OpenAI and DeepSeek models and connect them to your CRM, email, messengers and knowledge base. The logic is written in Python and FastAPI and the workflows in n8n, so the system can keep growing without a rewrite from scratch.
AI · B2B system · under contractAI tender manager for Conteria13 stages — in the pipeline — from tender to deal
AI agentAI assistant for a sales teamIn production — since August, expanding across the department
AI · TelegramLead generation for an expertLeads 24/7 — without searching chats by hand
E-commerceOnline store for engineering equipment520,000 products — and AI-written SEO copy for 155,000 pagesThe price is fixed in the contract after a free 30-minute call and depends on scope: the number of channels, integrations and the size of the knowledge base. A single-task agent covers one job — answers from the knowledge base, request handling or proposal assembly. A large system for several departments, with CRM, documents and reports, is built as a turnkey product and takes from 6 weeks.
Get a quoteFree, 30 minutes in Telegram. An estimate of timeline and price the same day.
I fix the scope, timeline and cost. I work as a registered self-employed professional.
Payment by stage, a demo every week — you see what you’re paying for.
I hand over the code and access; 2 weeks of support are included.
The quote is fixed in the contract after a free 30-minute call. It depends on the number of channels, integrations and the size of the knowledge base. The first working version of a single-task agent takes 1–2 weeks.
The agent takes numbers from your data, and code does the calculations, not the model. If the answer isn’t in the knowledge base, the agent passes the question to a manager. At the start, a person checks every reply.
amoCRM and Bitrix24, email, Telegram and MAX. If the integration you need isn’t on the list, we’ll discuss it on the call.
Yes. We usually start with one task — for example, answers from the knowledge base or proposal assembly — and expand once the results are visible.
Costs depend on the number of requests and the chosen model. Simple tasks can be moved to a cheaper model or a regular script — I build this into the architecture from the start.
I do, personally: analysis, architecture, code and launch. No managers or intermediaries, so the context of the task doesn’t get lost between people.
Next step
Describe the task in a couple of sentences. The same day I’ll tell you how to solve it, what it costs and how long it takes. The first call is free.
Prefer email? Leave a request and I’ll get back to you.