AI Automation &Intelligent Workflows | AI
Course Overview – AI Automation & Intelligent Workflows (6 Months)
The AI Automation & Intelligent Workflows program is a comprehensive 6-month industry-focused training course designed to help learners build intelligent automation systems using modern AI tools and workflow platforms.
This program covers n8n workflow automation, LangChain-based AI agents, Ollama integration, vector databases (FAISS/ChromaDB), REST APIs, and Retrieval-Augmented Generation (RAG) systems. Learners gain hands-on experience in designing, debugging, and deploying AI-powered business automation solutions.
Ideal for developers, automation enthusiasts, DevOps professionals, and aspiring AI automation consultants, this program bridges the gap between traditional automation and intelligent AI-driven workflows.
What Is This Program All About?
This program focuses on designing structured automation workflows that integrate AI decision-making, multi-step execution, and document-based intelligence. You will learn how to build end-to-end AI systems capable of processing data, making decisions, and executing business tasks automatically.
You’ll learn to:
- Design complex automation workflows using n8n
- Integrate REST APIs and manage structured data flows
- Build custom AI agents using LangChain and LLMs
- Implement RAG systems using vector databases
- Create document ingestion and query-response pipelines
- Automate repetitive business processes using AI
- Develop and present an end-to-end AI automation capstone project
Tools & Technologies Covered
| Technology | Purpose |
|---|---|
| n8n | Workflow automation platform |
| LangChain | AI agent development |
| Ollama | Local LLM integration |
| FAISS / ChromaDB | Vector database for RAG systems |
| REST APIs | System integration & data exchange |
| RAG Architecture | High-accuracy document Q&A systems |
Industry-Focused Learning Approach
- Hands-on workflow and automation design
- AI-assisted debugging and optimization
- Real-world automation case studies
- Multi-step task execution pipelines
- Industry-style capstone project demonstration
Why Choose AI Automation & Intelligent Workflows?
AI automation is transforming how businesses operate. From startups to enterprises, organizations are integrating AI agents, workflow automation, and retrieval-augmented systems to reduce manual effort and increase efficiency.
This 6-month industry-focused program equips you to design intelligent workflows using n8n, LangChain, Ollama, Vector Databases, and REST APIs, enabling you to build scalable AI-powered automation systems.
Career Map – Your AI Automation Journey
Foundation Level
Automation & Workflow Basics
AI Automation & Intelligent Workflows (6 Months)
AI Automation Consultant
Workflow Engineer
DevOps-AI Specialist
Technical Solutions Architect
Placement Assistance & Career Support
- Resume building for AI Automation roles
- Capstone automation project portfolio guidance
- Mock interviews on AI workflow architecture
- Real-world case study preparation
- Job referral assistance where applicable
India-Focused Salary Insights
| Experience Level | Role Example | Average Salary (INR) |
|---|---|---|
| Fresher (0–1 Year) | AI Workflow Engineer | ₹6 – 10 LPA |
| 1–3 Years | AI Automation Developer | ₹10 – 18 LPA |
| 3–5 Years | AI Systems Engineer | ₹18 – 30 LPA |
| 5+ Years | AI Solutions Architect | ₹30 – 60+ LPA |
Course Curriculum: AI Automation & Intelligent Workflows (6 Months)
This 6-month structured program focuses on workflow automation, AI agents, RAG systems, vector databases, and building scalable intelligent automation systems.
Month 1 – Automation Fundamentals & n8n Mastery
- Automation fundamentals & workflow design
- Business automation use cases
- n8n interface & node setup
- Workflow logic creation
- Error handling & debugging strategies
Month 2 – API & Data Flow Handling
- Triggers and actions
- REST API integration
- Data transformation inside workflows
- Prompting AI for workflow decisions
- Text generation within automation nodes
Month 3 – AI Inside Workflows & Logging
- Decision-based automation
- Logging & monitoring strategies
- AI-based response generation
- Optimizing workflow performance
Month 4 – Applied AI Agents
- LangChain fundamentals
- Designing agent prompts
- Tool calling concepts
- Multi-step automation logic
- Task-based execution pipelines
Month 5 – RAG Systems & Vector Databases
- Embeddings & vector databases (FAISS / ChromaDB)
- Query-response pipelines
- Document ingestion workflows
- Prompt tuning for high-accuracy Q&A
Month 6 – Capstone Project
- End-to-end AI automation system design
- Automated debugging strategies
- Project documentation & reporting
- Business demo & system deployment
Frequently Asked Questions
This program is ideal for developers, DevOps professionals, automation engineers, and aspiring AI consultants who want to build intelligent workflow systems using AI tools.
Basic programming or automation knowledge is helpful, but the program starts with automation fundamentals before progressing to AI agents and RAG systems.
You will learn n8n workflow automation, REST API integration, LangChain for AI agents, Ollama for LLM integration, vector databases (FAISS/ChromaDB), and RAG system architecture.
Yes. The program includes hands-on workflow design, AI agent implementation, document ingestion pipelines, and a full end-to-end capstone automation project.
Yes. The program includes resume building support, capstone project portfolio guidance, mock interviews focused on AI workflow architecture, and job referral assistance where applicable.
You can apply for roles such as AI Automation Consultant, Workflow Engineer, DevOps-AI Specialist, Intelligence Process Automation Lead, or Technical Solutions Architect.
Freshers entering AI automation roles in India typically earn between ₹6 LPA to ₹10 LPA depending on skill proficiency and company type.
With 1–3 years of experience, professionals can earn ₹10–18 LPA. Mid-level AI systems engineers (3–5 years) may earn ₹18–30 LPA, while senior AI architects and automation leads (5+ years) can earn ₹30–60+ LPA.
Yes. Enterprises and startups are increasingly adopting AI-driven automation to improve efficiency, reduce costs, and scale operations, creating strong demand for skilled professionals.
Yes. The structured curriculum, agent design modules, RAG implementation training, and capstone project prepare you to design and deploy enterprise-ready AI automation solutions.
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