Building AI Use Cases with Real Financial ROI

In this workshop, you will learn:

Why 70% of AI projects fail? (and how to avoid it)

• Wrong problem

• Wrong data
  
• No economic model
  
• No change management
  
• The FDV Method: Feasibility – Desirability – Viability
  
• Map the AI idea against data, process, and ROI
  
• Score each element
  
• ROI Equation for AI
  
• Revenue ↑
  
• Cost ↓
  
• Speed ↑
  
• Risk ↓
  
• Asset productivity ↑
  
• Case Examples
  
• QC automation: ↓ labor cost, ↓ rework, ↑ throughput
  
• Routing AI: ↓ fuel, ↑ capacity utilization
  
• Demand forecasting: ↓ stockouts, ↓ overstock
  
• Interactive Activity
  
• Participants bring one use case
  
• Group scores FDV
  
• Build a draft ROI.
  

Meet the Instructor Eng. Mahmoud Hegab

CEO & Co-Founder

Strategic business architect with 23 years of experienceacross 20+ industries, advising over 100 companies in finance, operations, and growth.

Board member across fintech and logistics ventures, withadvanced credentials in business psychology, economics, and engineering.

Building AI Use Cases with Real Financial ROI Workshop in Cairo

It's a Free Workshop, you need to fill out the form below

Sunday 28-December-2025

From 7 PM to 9:30 PM

Location:

Kamelizer Spaces

Address: Kamelizer Spaces First Department, District 5, New Cairo 1, Cairo

https://maps.app.goo.gl/JWukrXoE1Xcf7qEw5