📄 About the Talk
How can we effectively allocate resources like time, labor, equipment, or energy under strict constraints, especially in complex areas such as supply chains and scheduling? And why do traditional methods like Mixed-Integer Linear Programming and heuristics often struggle in today’s rapidly changing and decentralized environments?
In Sahaj Software’s upcoming DevDay, Dr. Karthika Vijayan will show how Agentic AI reshapes this landscape by treating system components as autonomous agents that reason, negotiate, and adapt in real time.
You’ll explore:
Why centralized optimization struggles in high-dimensional, dynamic systems
How agentic models deliver flexibility and resilience
A real-world airline-scheduling case study
Hybrid frameworks that blend agentic models with classical solvers for scalable, disruption-proof systems
📝 What You’ll Learn
Recognize when a problem fits an agentic AI approach
Compare rigid, centralized solutions vs. adaptive, agent-based systems
Design efficient, robust architectures that handle real-world complexity
🤔 Who Should Attend
Developers, solution architects, data scientists, operations-research pros—anyone tackling complex optimization challenges.
📋 Suggested Pre-read:
