// НАШИ КЛИЕНТЫ
AI assistants, agents and RAG systems for service businesses. Claude API for reasoning, GPT-4o for multimodal tasks. We test on your real data, not synthetic examples. From $1,190, fixed price in the contract.
Handles 60-80% of routine queries without an operator. Escalates complex ones to a human with full conversation context. Claude API or GPT-4o via Telegram, web widget or WhatsApp.
Reads the lead's message, source and history. Returns a score: hot, warm or cold. The manager in the CRM sees priority instantly and stops wasting time on manual qualification.
Posts, proposals, emails, product descriptions at scale. The model knows your tone and rules. Output reviewed by an editor, not drafted from scratch.
Extract data from PDFs, invoices, contracts, scans. Classify and route automatically. No more copy-paste between systems.
Ask a question in plain text, get the answer with a chart. Connect to your CRM, spreadsheets or database. No SQL required for the business owner.
Upload your docs, regulations, pricing, case history. The AI answers from your data, cites the source, never invents. Accuracy 80%+ guaranteed by golden-set testing.
Best for long-context tasks (up to 200k tokens), precise instruction-following, legal and financial documents, support with strict rules. Our primary choice for RAG and multi-step agents.
Best for multimodal tasks: image analysis, form OCR, diagram understanding. Strong general knowledge. We use it where vision matters.
Llama 3, Qwen, Mistral on your own server. Full data privacy, no external API calls. For compliance-sensitive projects: healthcare, finance, internal HR tools.
n8n for workflow automation around the AI layer, LangChain or LlamaIndex for agent logic, Langfuse for logging every step, pgvector or Qdrant for RAG retrieval.
Stripe invoice in USD or EUR. 50% upfront, 50% on handover. If we miss the deadline, we keep working at our cost.
RAG (Retrieval-Augmented Generation) makes the AI answer from your knowledge base, not just from training data. Your support bot knows your specific pricing and rules. The result: accurate answers, fewer hallucinations, always up-to-date information.
Claude is better for long-context tasks (up to 200k tokens) and precise instruction-following. Ideal for legal and financial documents, support with strict rules. GPT-4o is better for multimodal tasks (images, vision). We pick the model for the task, not the other way around.
Three metrics: hours of saved work time x hourly cost of the employee. Lead conversion lift from AI scoring (usually +15-30%). Support load reduction (usually 40-70% of requests closed by AI). From 60 projects: typical ROI 180-350% in year one. Payback period 2-6 months.
No. The right scenario: AI closes 60-80% of routine queries, operators handle complex ones. Managers go from 6 hours of copy-paste to 2 hours of quality work with hot leads. Headcount stays the same, output grows.
Yes. For sensitive data we use local models via Ollama on your servers, or apply an anonymisation layer before sending to the API. Full data-processing agreement on request.
You do. GitHub repo under your account, all API keys and prompts documented, infrastructure in your name. Any team can continue without us.
A 30-minute brief call, then a fixed-price proposal within a working day. Stripe invoice in USD or EUR. Async on Telegram or Slack.