Case Study: AI eliminated 5000 man-hours monthly without displacing a single person
- Mark Miller
- Apr 11
- 2 min read

Ahmed Fessi is a FinTech CIO, Data Leader, Enterprise Architect & Author, passionate about AI, Digital and Data Revolution, coming from engineering and computer science background
He is the author of "The Data Integration Guide" (available on Amazon), Instructor on Udemy (my courses are available on Udemy Business), and regularly post on Medium : @AhmedF.
Ahmed's session is streaming live from Paris, France during the 24 hour Artificial (Un)Intelligence Conference. 100+ sessions. No sales pitches, no marketing.
Session Description, Case Study: AI eliminated 5000 man-hours monthly
AI holds incredible promise for organizations, yet turning its potential into practical use cases and success stories demands planning, experimentation, strategic implementation and real-world validation. In this session, we’ll uncover how an 800-person company used AI to eliminate 5000 manual hours monthly, unlocking productivity and efficiency at scale.
We'll discover this journey of taking AI from abstract possibility to concrete results through structured experiments and clearly defined use cases. Learn how to identify, design, and execute AI-driven solutions tailored to specific organizational challenges, enabling measurable and impactful outcomes.
In this case study, Ahmed will guide you through the essential steps for successfully embedding AI in organizational workflows, emphasizing experimentation, validation, and iteration. Drawing from real-world experiences and lessons learned, you'll discover actionable insights to accelerate your own AI initiatives.
Takeaways from this Session and What You Will Learn :
How to experiment and where to start: Practical use cases and controlled experiments provide the foundation for AI integration, ensuring technology serves real organizational needs rather than theoretical scenarios.
How to measure impact: Structured AI implementation can unlock (measurable) productivity such as significant time and cost savings.
How to implement efficient collaboration and feedback loops: Continuous engagement with stakeholders and iterative adjustments based on real-world feedback ensure AI remains aligned with organizational objectives and evolving business landscapes.
About Ahmed Fessi
FinTech CIO, Data Leader, Enterprise Architect & Author, passionate about AI, Digital and Data Revolution, coming from engineering and computer science background, I spent good part of my career in charge of complex IT architectures definition and implementation. I had the opportunity to work in multiple industries and get a broad view about Data & Digital Architectures overall.
I am sharing critical views on Data approaches in Startups, SMBs and corporate world, with very practical and pragmatic views and advice. I am the author of "The Data Integration Guide" (available on Amazon), Instructor on Udemy (my courses are available on Udemy Business), and regularly post on Medium : @AhmedF.
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