24/7 first line
Bot handles 60–80% FAQs — humans for hard cases.
AI bot · GPT · RAG
AI chat bot for business
I build AI chat bots — Telegram, web widget, WhatsApp API: RAG over your docs, lead qualification, FAQ, handoff to humans. GPT/Claude + your knowledge — grounded answers. MVP in 3–5 days. Vladislav Kompaniec — 130+ projects.
from 40,000 ₽ / project
3–5 days MVP bot. Fine-tune and multi-channel — expand.
Why AI bot
Non-AI FAQ bots are button trees. RAG bots understand phrasing and answer from your PDFs and policies.
RAG on your docs
FAQ, prices, policies — grounded citations.
Leads & CRM
Quiz → CRM with transcript. UTM tracking.
Human handoff
Escalation with full context.
Telegram + web
Meet users where they are.
130+ projects
Vladislav Kompaniec — bot + CRM. 3–5 day focused MVP.
AI bot for site and Telegram
Not a ChatGPT iframe — your knowledge base + human handoff.
Repeat support questions — RAG on your FAQ/PDF/catalog 24/7; hard cases to manager with context. MVP 3–5 days.
Model choice by data policy; logs, rate limits, PII filters in production baseline.
Pre-sale FAQ, lead qualify, SaaS onboarding, B2B spec sheets.
Post-launch tuning on real dialogs and CRM webhooks.
Solution types
One bot, one job; often FAQ + leads.
Support FAQ
Help center RAG.
Sales qualifier
Budget, contact.
HR
Policies Q&A.
Internal IT
Access FAQ.
E-commerce
Order status.
Booking
Slots, services.
Legal lite
Templates only.
Dev docs
API RAG.
Who it's for
When ops drown in repeat FAQ.
Support SMB
Repeat questions.
E-commerce
Pre-sale.
Services
Leads.
SaaS
Onboarding.
Education
Course FAQ.
B2B
Spec RAG.
What we need
3–5 days, from 40,000 ₽ after sources.
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Knowledge
PDF, URLs, sources.
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Channels
Telegram, web.
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Tone
Voice, languages.
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Escalation
Handoff rules.
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CRM
Lead destination.
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Compliance
PII, logs.
Technical aspects
Reliability, security, and scale built in from day one.
Performance
DB indexes, cache, and queues keep the system fast as data and users grow. Load testing on staging before production.
Security
HTTPS, role-based access, audit logs, and API key protection. Personal data handled per your compliance model.
API & webhooks
REST and webhooks for website, 1C, Telegram, and partners — no manual re-entry. API docs included.
Mobile web
Responsive layout and PWA — most users work from phones. Native iOS/Android apps when needed.
Backups
Automated DB and file backups with verified restore on staging. Data loss in normal ops is unacceptable.
Staging
Test environment for team training and integration checks before release. Updates roll out without blocking core ops.
How we build it
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01
Brief & scope
Scenarios, roles, integrations — MVP and estimate in 1–2 calls. We lock v1 priorities and what moves to phase two.
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02
Prototype
Wireframes for key screens and admin — revisions before build. UX flows agreed so logic isn't rebuilt mid-project.
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03
MVP
Working flow on your domain: core modules and test data. Your team walks through scenarios on staging before live integrations.
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04
Integrations
Payments, 1C, Telegram, partner APIs — verified on staging. Test payments, doc exchange, and webhooks before go-live.
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05
Launch
Deploy, team onboarding, monitoring first operations. Handover of access, docs, and support for first iterations.
FAQ
Cost?
From 40,000 ₽ Telegram RAG MVP. 3–5 days.
API costs?
Your OpenAI/Anthropic account; estimate at brief.
Hallucinations?
RAG + fallback.
Languages?
Multi-locale prompts.
Support?
Vladislav Kompaniec — updates.
Order AI bot
Channel and knowledge — from 40,000 ₽, 3–5 days.
Get in touch
Pick a channel — I usually reply within a day.