AI Automation Platform - Production Ready 2025
Automate Complex Business Processes with AI - No Code Required
Automate tasks and end-to-end business processes using AI agents and orchestrated tools. With our visual workflow builder, teams build reliable automation pipelines with full tracing, performance analytics, and cost visibility. Deploy everything from simple AI chatbots to complex multi-agent systems with enterprise-grade monitoring.
Why Teams Choose Draft’n Run for AI Automation
| Feature | Draft'n Run | Traditional Automation | Code-First Tools | Other Platforms |
|---|---|---|---|---|
| AI-Native | ✅ Built for AI agents | ❌ Rule-based only | ✅ Flexible | ⚠️ Limited |
| Visual Builder | ✅ Full visual | ⚠️ Basic | ❌ Code only | ✅ Visual |
| Multi-Agent Support | ✅ Native orchestration | ❌ None | ⚠️ DIY | ⚠️ Basic |
| Observability | ✅ Full tracing | ❌ Limited logs | ❌ DIY | ⚠️ Basic |
| Integrations | ✅ 100+ pre-built | ⚠️ Limited | ⚠️ Manual | ⚠️ Some |
| Deployment | ✅ One-click | ⚠️ Complex | ❌ Very complex | ✅ Managed |
| Pricing | From $0/mo | From $50/mo | Dev time $$$ | From $29/mo |
Comparing automation 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 approach
- Zapier alternatives for AI - Purpose-built AI capabilities
Or explore our guide to n8n alternatives and learn how teams use n8n for AI alongside Draft’n Run.
AI Automation Templates Ready to Deploy {#templates}
🤖 Customer Support Automation
Automate 80% of support workflows - from ticket triage to knowledge base lookups to auto-responses with escalation.
- Setup time: 15 minutes
- Integrations: Zendesk, Intercom, Slack, Knowledge Base
- → Use Template
💼 B2B Sales Automation
Automate lead qualification, enrichment, scoring, and meeting booking - turning website visitors into qualified meetings.
- Setup time: 20 minutes
- Integrations: HubSpot, Salesforce, Calendly, LinkedIn
- → Use Template
📊 Data Analysis Pipeline
Transform raw data into actionable insights with AI-powered analysis, summarization, and automated reporting.
- Setup time: 25 minutes
- Integrations: Google Sheets, PostgreSQL, Slack, Email
- → Use Template
💼 More Industry-Specific Templates
- HR Recruitment Automation - Screen, schedule, and track candidates automatically
- E-commerce Order Automation - Order tracking, returns, customer updates 24/7
- Real Estate Lead Nurturing - Score, qualify, and nurture property leads
- Content Generation Pipeline - Create SEO-optimized content at scale
Built for Every Industry
Our AI automation platform powers intelligent workflows across all sectors:
🛒 E-commerce & Retail
Automate e-commerce operations including inventory management, order processing, customer communications, and personalized marketing campaigns. Integrate with Shopify, WooCommerce, and payment processors.
🏡 Real Estate
Deploy real estate automation for lead qualification, property matching, viewing scheduling, and follow-up nurturing throughout the sales cycle.
💼 B2B & SaaS
Build B2B automation workflows for lead generation, sales enablement, customer onboarding, and SaaS customer success operations.
✈️ Travel & Hospitality
Create travel automation systems that handle bookings, itinerary planning, customer service, and personalized recommendations.
Key Automation Capabilities
🤖 Multi-Agent Orchestration
- Coordinate multiple specialized AI agents working together
- Parallel execution for complex workflows
- Agent handoff and communication protocols
- Task delegation and result aggregation
🔗 100+ Pre-Built Integrations
Connect your entire tech stack via our integration library:
- LLM Providers: OpenAI (GPT-4), Anthropic (Claude), Google (Gemini), Mistral, Llama
- Databases: PostgreSQL, MySQL, MongoDB, Supabase, Airtable, Redis
- CRMs: HubSpot, Salesforce, Pipedrive, Zoho, Close
- Communication: Slack, Discord, Microsoft Teams, Email, SMS
- Productivity: Google Workspace, Microsoft 365, Notion, Confluence
- E-commerce: Shopify, WooCommerce, Stripe, PayPal
- And 90+ more…
📊 Production Observability
- Real-time workflow monitoring and analytics
- Full execution tracing with OpenTelemetry
- Cost tracking per workflow run
- Performance metrics and bottleneck identification
- Error alerting and debugging tools
🎯 Enterprise Features
- Version control for workflows
- Team collaboration and role-based access
- Staging and production environments
- SLA monitoring and uptime guarantees
- SOC 2 compliance and data security
Frequently Asked Questions
What makes Draft'n Run different from traditional automation tools?
Unlike traditional rule-based automation platforms, Draft’n Run is built specifically for AI-powered workflows. We provide native support for LLMs, agent orchestration, RAG capabilities, and full observability for AI operations. See our Draft’n Run vs n8n comparison or explore other n8n alternatives to understand the differences.
Do I need coding experience?
No coding required! Our visual workflow builder lets you design complex AI automations 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 AI models can I use?
We support all major LLMs including GPT-4, Claude 3, Gemini Pro, Llama 3, Mistral, and any OpenAI-compatible API. You can even use different models for different tasks in the same workflow. View all supported integrations here.
Can I integrate with my existing systems?
Yes! We offer 100+ pre-built integrations with databases, CRMs, communication platforms, and business tools. Your workflows can read from and write to any system in your stack. Check our integration library for the full list.
How does pricing work?
We offer a generous free tier with 1,000 workflow runs/month. Paid plans start at $49/month for small teams. You only pay for execution - no per-seat fees. See our pricing page for details or request a demo for custom enterprise plans.
What industries use AI automation?
AI automation is used across all industries. Popular use cases include e-commerce operations, real estate lead management, B2B sales automation, SaaS customer success, and travel operations. Browse our case studies to see real implementations.
Can I monitor workflow performance?
Absolutely! Every workflow execution is fully traced with OpenTelemetry. You see exactly which steps ran, how long they took, what they cost, and where failures occurred. This observability helps you optimize performance and debug issues quickly.
Ready to Build Your AI Automation?
Join 5,000+ teams automating 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 Automation - Deploy in 15 minutes
- B2B Sales Automation - 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
Quality Assurance : Test Extensively Before You Ship
Define datasets of test cases, compare versions, and validate outputs to prevent regressions across your AI workflows.
Datasets
Group reusable test cases per app or feature, and select the workflow/agent version to evaluate.
Test Cases
Provide input and optional expected output; use runs history to fill your dataset with real data.
Run Options
Run one test, multiple selected, or all rows in a dataset with a single click.
Compare Versions
Compare versions to see the impact of changes on your AI workflows before shipping.
Use LLMs as a Judge or use deterministic metrics
Use LLMs to evaluate the quality of your AI workflows and test cases. Or use deterministic metrics like accuracy, precision, recall etc.

For IT & Security : Enterprise‑Grade From Day One
Tight governance, compliance, and deployment flexibility to standardize AI safely at scale. Start free trial →
Strong Access Controls
RBAC, provider allow/deny lists to keep usage compliant and secure, data residency, self-hosting and BYOK options.
Full Auditability
Detailed audit logs and transparent, open‑source foundations for trust and verification.
Compliance by Design
Built-in GDPR/ISO compliance features and transparent open-source foundations for trust and verification.

For Data Teams : The Control Layer for AI
A Metabase‑like self‑serve layer to publish governed, observable AI use cases across your company.
Ship With Confidence
Versioned workflows, gated promotion from sandbox to production, and CI/CD for AI agents and workflows.
Surgical Governance
Policy Center to define who can run what, with which model or tool, and at what cost.
Complete Observability
Traces, quality metrics, and full cost visibility (tokens, tools, context) by agent, team, and provider.

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