AI & LLM Integration

AI Chatbot & LLM Development

A chatbot trained on your own data, deployed where your customers are — website, WhatsApp, or Messenger — with 24/7 automated responses and smart human handoff.

Code Caravan builds production-grade AI chatbots powered by GPT-4, Claude, Gemini and open-source LLMs. We integrate knowledge bases (RAG), connect to your CRM and APIs, and deploy across every major channel. They can be seamlessly integrated with your existing SaaS platforms and mobile apps.

Free 30-min discovery call · No commitment · Reply within 24h

What's included

Every engagement is senior-led, founder-accountable, and built to the same standard we'd hold ourselves to.

Trained on Your Own Data

RAG (Retrieval-Augmented Generation) integration — your docs, FAQs, product catalog and knowledge base become the chatbot's brain. Accurate, on-brand answers every time.

Multi-Channel Deployment

One chatbot, every channel: website widget, WhatsApp Business API, Facebook Messenger, Telegram, Slack or a custom mobile app.

Smart Human Handoff

When the AI reaches its limit, it seamlessly routes to a live agent — with full conversation context. No repeating, no frustration.

Lead Capture & Qualification

The chatbot captures name, email and intent before engaging — pre-qualifying leads 24/7 so your sales team wakes up to warm prospects.

Analytics & Conversation Logs

Full dashboard with message volume, resolution rate, unanswered questions, drop-off points — so you continuously improve.

Guardrails & Safety

We implement topic restrictions, hallucination guards, content filters and confidence thresholds so the bot stays on-brand and accurate.

Perfect for

🛒
E-commerce Support
Order status, returns, product questions — automated 24/7 with escalation to human.
🏥
Healthcare & Clinics
Appointment booking, symptom triage, FAQ — HIPAA-aware, always available.
🏦
Finance & Banking
Account queries, loan eligibility, support — secured, compliant responses.
🎓
Education & EdTech
Student support, course guidance, admission Q&A — scalable to thousands simultaneously.
🏢
Real Estate
Property enquiry, viewing scheduling, area FAQ — 24/7 lead capture for agents.
🤝
SaaS & B2B Onboarding
In-app chatbot for user onboarding, support docs and product tours.

How we work

01
Knowledge Base Audit
We audit your existing docs, FAQs, product data and support tickets to define the chatbot's knowledge scope and identify gaps to fill before training.
02
LLM Selection & RAG Setup
We select the right model (GPT-4o, Claude 3.5, Gemini, or open-source Llama) and build the RAG pipeline — vectorising your knowledge base for accurate retrieval.
03
Chatbot UI & Flow Design
We design the conversation flows, quick-reply chips, lead capture forms and human handoff logic. You approve before any code is written.
04
Integration & Deployment
We integrate with your CRM (HubSpot, Salesforce, Zoho), deploy the widget or WhatsApp integration, test across languages and edge cases, and ship.

Frequently asked questions

Ready to build? Let's talk.

Free 30-minute discovery call with a founder. Tell us what you're building — we'll tell you exactly how we'd approach it.

No commitment · We reply within 24 hours · Bangladesh-based, global delivery