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Chatbot Case Studies

Two of these bots are live right now — message them and see for yourself. The rest show the kinds of business bots I build in Python: support, lead capture, ordering and multi-channel assistants.

All chatbot case studies

Live now WhatsApp AI mentor mode

WhatsApp Trading FAQ Bot

A WhatsApp assistant that teaches trading concepts, indicators and risk management with instant, reliable answers — and switches to an AI mentor for open-ended questions, or a human on request.

Channel
WhatsApp Business API (Meta Cloud API)
Value
Answers common trading questions 24/7 so people learn without waiting
Runs on
A small cloud instance · very low running cost
More details
  • Deterministic FAQ engine — fast, predictable, auditable answers
  • Optional AI mentor mode via Claude for questions outside the FAQ
  • Interactive guides: setup analysis wizard and position-size calculator
  • Human-mentor handoff with automatic cooldown to avoid message collisions
  • Every unanswered question logged to grow the knowledge base
  • Educational only — no buy/sell advice
Python 3.12FastAPIClaudeMeta Cloud APICloud-hosted
Live now Instagram AI + rules

Orion Restaurant Instagram Bot

An AI-powered Instagram Direct assistant for a restaurant: menu consultation, FAQs and order help, with a rule-based fallback and a manager handoff mode. Because the AI answers in whatever language it's asked, it isn't limited to one — it replies to each customer in their own language.

Channel
Instagram Direct (Meta API)
Value
Answers menu questions and helps take orders, freeing up staff
Languages
Any — the AI replies in the customer's own language
More details
  • AI conversations via Claude with a rule-based fallback — zero downtime
  • Menu and knowledge base in a simple config — update prices without code changes
  • Manager handoff: the bot goes silent while a human takes over, then resumes
  • Conversation history kept for natural, context-aware replies
  • AI replies in the customer's own language — not limited to English or Ukrainian
Python 3.12FastAPIClaudeInstagram APISQLite
Support Multi-channel

24/7 Support & FAQ Assistant

First-line support that answers your most common questions instantly on WhatsApp, Instagram or Telegram, and escalates to a human the moment it can't help.

Best for
Shops, clinics, schools, service businesses with repetitive enquiries
Value
Cuts response time to seconds and lifts repetitive load off staff
Reliability
Isolated error handling, retries and a health-check endpoint
More details

Content lives in a simple config, so non-technical staff can add or edit answers without a redeploy. Unanswered questions are logged, giving you a ready-made list of what to add next.

Lead capture Sales

Lead Capture & Qualification Bot

Greets people who message or comment, asks the right qualifying questions, and routes hot leads to your team — or straight into your CRM — before they cool off.

Best for
Businesses running ads and getting more DMs than they can answer fast
Value
No lead sits unanswered for hours; every enquiry gets a reply
Integrates
Direct to CRM, spreadsheet or database — no Zapier tax
Orders Bookings

Orders & Bookings Assistant

Takes orders, reservations and appointment requests inside the chat, confirms details, and hands off to a person for anything unusual — like the live restaurant bot, tuned to your business.

Best for
Restaurants, salons, delivery and any booking-driven business
Value
Captures orders and bookings even outside working hours
Content
Menu / services in config — change items and prices without code
Telegram AI

Telegram AI Assistant

A Telegram bot that blends fast rule-based answers with AI for open questions, remembers context, and can process documents or media where a use case calls for it.

Best for
Communities, internal teams and audiences already on Telegram
Value
An always-on assistant that scales without per-message platform fees
AI
Claude or OpenAI, with a rule-based fallback for zero downtime

Want one of these for your business?

Tell me what your customers keep asking, and I'll build a bot that answers it — instantly, 24/7, and fully yours.