AI Chatbot Platform - Production Ready 2025
Build Production-Ready AI Chatbots 10x Faster
Build AI chatbots that customers love. Design conversational flows, integrate LLMs and tools, and monitor performance with full traceability using our visual workflow builder. Deploy everything from simple customer support bots to complex AI automation systems with enterprise-grade monitoring.
Why Teams Choose Draft’n Run for AI Chatbots
| Feature | Draft'n Run | Traditional Chatbots | Custom Code | Other Platforms |
|---|---|---|---|---|
| AI-Native | ✅ Built for LLMs | ❌ Rule-based | ⚠️ DIY | ⚠️ Limited |
| Visual Builder | ✅ Full visual | ⚠️ Basic | ❌ Code only | ✅ Visual |
| Context Management | ✅ Advanced RAG | ❌ None | ⚠️ DIY | ⚠️ Basic |
| Observability | ✅ Full tracing | ❌ Limited | ❌ DIY | ⚠️ Basic logs |
| Tool Integration | ✅ 100+ tools | ❌ Limited | ⚠️ Manual | ⚠️ Some |
| Deployment | ✅ One-click | ⚠️ Platform-locked | ❌ Complex | ✅ Managed |
| Pricing | From $0/mo | From $50/mo | Dev time $$$ | From $29/mo |
Evaluating chatbot platforms? Read our detailed comparisons:
- Draft’n Run vs n8n - AI-first vs general automation
- Make vs Zapier vs Draft’n Run - Full platform comparison
- LangChain alternatives - Visual builder vs code-first approach
- Zapier alternatives for AI - Purpose-built AI capabilities
Or explore our guide to n8n alternatives and see how teams combine n8n for AI workflows with Draft’n Run chatbots.
AI Chatbot Templates Ready to Deploy {#templates}
🤖 Customer Support Chatbot
Automate 80% of customer inquiries with AI that understands context, checks order status, and escalates when needed.
- Setup time: 10 minutes
- Integrations: Slack, Zendesk, Intercom, Email
- → Use Template
💼 B2B Sales Qualification Bot
Qualify leads 24/7, collect requirements, and automatically book meetings with your sales team for hot prospects.
- Setup time: 15 minutes
- Integrations: HubSpot, Calendly, Salesforce
- → Use Template
🏢 HR Recruitment Assistant
Screen candidates, answer FAQs about positions, and schedule interviews automatically while maintaining a human touch.
- Setup time: 20 minutes
- Integrations: Greenhouse, Lever, Google Calendar
- → Use Template
📦 More Industry-Specific Templates
- E-commerce Order Tracking Bot - Order status, returns, shipping updates 24/7
- Real Estate Lead Bot - Property inquiries, viewings, lead scoring
- Data Analysis Pipeline - Convert conversational queries to insights
- Content Generation Bot - Create content from natural language requests
Built for Every Industry
Our AI chatbot platform powers conversations across all sectors:
🛒 E-commerce & Retail
Deploy e-commerce chatbots that handle product questions, process orders, track shipments, and provide personalized recommendations. Integrate seamlessly with Shopify, WooCommerce, and major payment processors.
🏡 Real Estate
Launch real estate chatbots that qualify property leads, answer listing questions, schedule viewings, and nurture prospects through the buying journey 24/7.
💼 B2B & SaaS
Create B2B chatbots for lead qualification, product demos, technical support, and customer onboarding. Perfect for SaaS customer support teams looking to scale without headcount.
✈️ Travel & Hospitality
Build AI travel agents that handle bookings, answer destination questions, provide recommendations, and assist travelers throughout their entire journey.
Key Chatbot Capabilities
🧠 Advanced Context & Memory
- RAG-powered knowledge retrieval from your documents
- Conversation history and context management
- Multi-turn dialogue with memory persistence
- Dynamic context injection from external systems
🔗 100+ Pre-Built Integrations
Connect your chatbot to your entire tech stack via our integration library:
- LLM Providers: OpenAI (GPT-4), Anthropic (Claude), Google (Gemini), Mistral, Llama
- CRMs: HubSpot, Salesforce, Pipedrive, Zoho, Close
- Support Tools: Zendesk, Intercom, Freshdesk, Help Scout
- Communication: Slack, Discord, Microsoft Teams, Email, SMS
- E-commerce: Shopify, WooCommerce, Stripe, PayPal
- Databases: PostgreSQL, MySQL, MongoDB, Supabase, Airtable
- And 90+ more…
📊 Production Observability
- Real-time conversation monitoring and analytics
- Full request tracing with OpenTelemetry
- Token usage and cost tracking per conversation
- Quality metrics and user satisfaction scores
🎯 Enterprise Features
- Multi-language support for global deployment
- Role-based access control and team collaboration
- Custom branding and white-label options
- SOC 2 compliance and data security
Frequently Asked Questions
What makes Draft'n Run different from other chatbot platforms?
Unlike traditional rule-based chatbot builders, Draft’n Run is built from the ground up for LLM-powered conversations. We provide native support for all major AI models, built-in RAG for knowledge retrieval, full conversation tracing, and enterprise observability. See our Draft’n Run vs n8n comparison or explore other n8n alternatives to understand the differences.
Do I need coding experience to build a chatbot?
No coding required! Our visual workflow builder lets you design complex conversational flows with drag-and-drop. For advanced use cases, you can add custom code blocks. Start with our pre-built templates and customize to your needs in minutes.
Which LLMs can I use for my chatbot?
We support all major LLMs including GPT-4, Claude 3, Gemini Pro, Llama 3, Mistral, and any OpenAI-compatible API. You can even switch models mid-conversation or use different models for different tasks. View all supported integrations here.
Can I connect my chatbot to my existing tools?
Yes! We offer 100+ pre-built integrations with CRMs, support tools, databases, and communication platforms. Your chatbot can read from and write to external systems, making it truly functional. Check our integration library for the full list.
How does pricing work for chatbots?
We offer a generous free tier with 1,000 chatbot conversations/month. Paid plans start at $49/month for small teams. You only pay for what you use - no per-seat fees. See our pricing page for details or request a demo for custom enterprise plans.
What industries use AI chatbots?
AI chatbots are used across all industries. Popular use cases include e-commerce customer support, real estate lead qualification, B2B sales automation, SaaS customer success, and travel booking assistance. Browse our case studies to see real implementations.
Can I use my own knowledge base with the chatbot?
Absolutely! Draft’n Run includes built-in RAG (Retrieval-Augmented Generation) capabilities. Upload your documents, connect to your databases, or integrate with your existing knowledge management systems. The chatbot will automatically retrieve relevant information to answer questions accurately.
Ready to Build Your AI Chatbot?
Join 5,000+ teams building intelligent chatbots with Draft’n Run. Start with our free trial, explore pre-built templates, or book a demo with our team.
Popular starting points:
- Customer Support Template - Deploy in 10 minutes
- B2B Sales Bot Template - Automate lead qualification
- Pricing Plans - Find the right plan for your team
- Integration Library - Connect your existing stack
- AI Workflow Builder - Learn about our visual builder
- Company Info - Our mission and open-source approach
AI Should Be Accessible!
Build production-ready AI workflows with complete transparency and control. Deploy sophisticated AI agents without vendor lock-in or black boxes.
Visual Workflow Builder
Design sophisticated AI agents using drag-and-drop components. No coding required to build complex multi-step workflows with our AI workflow builder.

Real-time Testing
Complete Observability
Enterprise-Grade Monitoring
Comprehensive tracing and monitoring with detailed execution analytics and cost optimization recommendations for reliable AI automation, AI chatbots, and agentic AI.


Open-Source Platform
for Complete Control.
Deploy AI workflows with full transparency and zero vendor lock-in. Self-host or use our managed cloud with complete data ownership and control. Build custom AI solutions tailored to your needs.
Zero Lock-in
Open-source platform you can self-host anywhere
Production Ready
Enterprise-grade monitoring and security from day one


Rapid Development, Production Deployment.
Deploy AI features in minutes, not months. Test in interactive sandbox, monitor with comprehensive observability, and integrate via REST APIs.
No-code Studio
Interactive Sandbox & QA
REST APIs & integrations
Full Observability
For Business Teams : Build Outcomes, Not Pipelines
A no‑code AI workspace to try ideas fast, stay within guardrails, and ship value with Data.
Build in Minutes
Visual Builder and ready‑to‑use templates to assemble agents without writing code.
Safe by Design
Governed sandboxes, approvals, and clear limits so you can explore without risk.
From Draft to Production
Smooth handover with the Data team to promote winning drafts into production.
Focus on your expertise, not the tech
Clean and simple user-friendly interface to handover your knowledge to the AI agents without any tech skills needed.

Build AI Workflows in Minutes, Not Months!
Deploy production-ready AI workflows with complete transparency and control.
Start building today! Start free trial →