Course Overview – AI Automation & Intelligent Workflows
The AI Automation & Intelligent Workflows certificate program is a 6-week hands-on course designed to help learners build practical, AI-powered automation systems using modern no-code, low-code, and AI agent frameworks.
This course focuses on automating real-world tasks, integrating AI into workflows, and building intelligent systems that can reason, retrieve knowledge, and take actions — skills that are rapidly becoming essential across IT, startups, and digital operations.
This program bridges automation tools with AI intelligence to create real, deployable workflow systems.
What This Certificate Covers
The course introduces automation concepts and gradually layers AI capabilities such as decision-making, agents, and retrieval-based intelligence.
- Workflow automation using visual tools
- AI-powered decision and generation steps
- Task-oriented AI agents
- Document-based question answering systems
- End-to-end automation project development
Industry Relevance
AI automation is increasingly used in support systems, internal tools, SaaS products, and enterprise operations. This course aligns with current industry practices using open-source and production-ready tools.
What You Will Learn
| Area |
Learning Outcome |
| Automation Fundamentals |
Understand manual vs automated workflows |
| Workflow Tools |
Design and run workflows using n8n |
| AI Integration |
Embed AI generation and decision steps |
| AI Agents |
Create task-driven agents using LangChain concepts |
| RAG Systems |
Build document-based question answering pipelines |
| Mini Project |
Develop an AI-powered helpdesk automation |
Why Choose AI Automation & Intelligent Workflows?
This course is ideal for learners who want to move beyond basic scripting and build intelligent automation systems that combine workflows, AI reasoning, and real-world data.
A short-term program focused on high-impact, future-ready automation skills.
Learning Journey
Basic Automation
Manual vs Automated Processes
AI Automation & Intelligent Workflows
Workflow Automation Engineer
Internal Tools / Ops Engineer
This skillset is applicable across startups, SaaS products, and enterprise automation teams.
Skills You Gain
| Skill |
Application |
| Workflow Design |
Automating multi-step processes |
| AI Integration |
Using LLMs for generation and decisions |
| AI Agents |
Task-oriented automation systems |
| RAG Pipelines |
Knowledge-based question answering |
| System Thinking |
Designing reliable automation flows |
Course Curriculum: AI Automation & Intelligent Workflows
This 6-week curriculum is structured to move from core automation concepts to advanced AI-driven workflows and a practical mini project.
Week-Wise Curriculum Breakdown
Week 1 – Introduction to AI Automation
Understand automation concepts and compare manual workflows with automated systems.
| Topic |
Tools / Concepts |
| Automation Basics |
Manual vs automated workflows |
| Use Cases |
Business and tech automation examples |
Week 2 – Workflow Automation with n8n
Learn to design and execute workflows using visual automation tools.
| Topic |
Tools / Concepts |
| n8n Basics |
Nodes, triggers, actions |
| Workflow Logic |
Conditions and execution paths |
Week 3 – AI Inside Workflows
Integrate AI models into workflows for content generation and decision-making.
| Topic |
Tools / Concepts |
| AI Generation |
Text and response generation |
| AI Decisions |
Conditional logic using AI outputs |
Week 4 – Task-Based AI Agents
Build intelligent agents capable of completing tasks autonomously.
| Topic |
Tools / Concepts |
| Agent Concepts |
Task-based agent design |
| LangChain Foundations |
Chains, tools, and agents |
Week 5 – Retrieval-Augmented Generation (RAG)
Implement document-based AI systems for accurate question answering.
| Topic |
Tools / Concepts |
| RAG Basics |
Retrieval + generation pipelines |
| Document QA |
Knowledge-based AI systems |
Week 6 – Mini Project: AI Helpdesk Automation
Build a complete AI-powered helpdesk or FAQ automation system.
| Topic |
Tools / Concepts |
| Project Design |
End-to-end workflow planning |
| Implementation |
AI workflows and automation deployment |