Agentic AI : From Prompt to Loop Engineering
Live Demo • Practical Workshop • Networking • Kahoot Quiz • Giveaways
AI is moving beyond simple prompts and basic chatbots.
The next major shift is about building agentic AI applications — systems that can use tools, follow workflows, connect with business data, reason through tasks, and solve real problems.
Join Decoding Data Science for a practical AI workshop and networking session at in5 Tech, Dubai, where we will explore how founders, builders, startups, and business teams can move from AI ideas to working applications.
In this interactive session, we will break down the four major shifts in AI application development:
Prompt Engineering → Context Engineering → Harness Engineering → Loop Engineering
We will explain how these techniques are shaping the next generation of AI products and how they can be applied in real business and startup use cases.
The session will also include a practical walkthrough of an HR Enterprise Chatbot demo, showing how an AI idea can move from concept to implementation using RAG, tools, workflows, business context, and evaluation.
This is not just a theory session. You will see how real AI applications are structured, connected, tested, and improved.
Key Takeaways
Participants will learn:
What agentic AI applications are and why they matter now
How AI agents use tools, workflows, and business context
How to move from chatbot ideas to real AI systems
How to identify useful AI use cases for startups and businesses
What Prompt Engineering, Context Engineering, Harness Engineering, and Loop Engineering mean in practical terms
How RAG, tools, workflows, and evaluation come together in enterprise AI projects
What it takes to build AI applications beyond simple demos
Live Demo
We will walk through an HR Enterprise Chatbot project to show how a real AI application can be designed and implemented.
The demo will cover how an AI system can:
Understand business context
Use company knowledge through RAG
Connect with tools and workflows
Handle real user queries
Be evaluated and improved for production readiness
Who Should Attend?
This session is ideal for:
Startup founders
Product builders
Business leaders
Innovation teams
Developers
No-code builders
AI enthusiasts
Students and professionals exploring practical AI use cases
Anyone who wants to move beyond basic prompting and understand how real AI applications are built
Prizes & Giveaways
We will also host an exciting Kahoot quiz during the workshop.
The top 3 winners will receive access/scholarships to the AI for Management program, with prizes worth $1,800 in total.
What to Expect
Expect a practical, interactive, and high-energy session with:
Real AI application examples
Live demo walkthrough
Startup and business use cases
Practical frameworks
Kahoot quiz
Giveaways
Networking with founders, builders, and AI enthusiasts
Clear next steps to start building with agentic AI
Whether you are just exploring AI or already building AI-powered products, this workshop will help you understand where AI application development is heading — and how to apply it in real business scenarios.