Archana Menon

As AI rapidly reshapes how organizations build intelligence, this session explores what it truly means to go beyond the algorithm. Drawing from real enterprise experience at one of India’s most iconic consumer brands, the talk traces the evolution from classical analytics and ML to multimodal GenAI and agent‑driven decision systems. Using the end‑to‑end product lifecycle as a lens from design and manufacturing to go‑to‑market and continuous intelligence - it demonstrates how AI delivers impact only when grounded in strong data foundations, business context, and governance. The session also reflects on the changing role of data scientists into AI orchestrators, highlighting why system thinking, judgement, and business storytelling matter more than ever in the age of AI.