In Part 2 of this Bottom Line on AI conversation, host Srividya Kannan continues her discussion with Meenakshi Chhajer, Global Digital Supply Chain Head at Dr. Reddy's Laboratories, on what it actually takes to make AI deliver inside large enterprises.

This episode goes deeper into the harder, less glamorous parts of enterprise AI. Meenakshi unpacks why DQ scores have become as critical as business KPIs, how unstructured data hidden in contracts, supplier AGMs and meeting recordings is opening up new value, and where AI is beginning to take over the manual effort of building common data models. She also shares Unilever's celebrated Sky and Shikhar programmes as examples of how customer centricity is being re-engineered with AI in the loop.

The conversation turns to people next. Drawing on the ADKAR framework, Meenakshi talks about why digital teams have to lead by example, how to identify champions of change inside business functions, and why customers and suppliers must be brought into the transformation story for it to stick. She closes with a five-year view: a 50% productivity lift in pharma R&D and manufacturing, hyper-personalisation deepening in CPG, AI-driven M&A reshaping the industry, and blockchain getting a second life in banking on the back of stronger compute.

Watch Part 2 now for a grounded look at the operating model, data and talent shifts that decide whether enterprise AI scales or stalls.

What does it take to build AI into an enterprise supply chain that spans oncology, generics and global markets? In the latest episode of Bottom Line on AI, host Srividya Kannan discusses the strategic role of AI across banking, consumer goods and pharmaceuticals with Meenakshi Chhajer, Global Digital Supply Chain Head at Dr. Reddy's Laboratories.

In Part 2 of Bottom Line on AI, Srividya Kannan continues the conversation with Vishesh Kaul, Chief Information and Digital Officer at Prestige Group, focusing on what it takes to scale AI in the enterprise.

This episode explores:

• The difference between AI and traditional automation

Get a practical perspective on how leading organisations are moving from AI pilots to scaled impact—and what the future could look like over the next decade.

The latest episode of Bottom Line on AI explores how artificial intelligence is reshaping the real estate industry, featuring Vishesh Kaul, Chief Information and Digital Officer at Prestige Group.

Hosted by Srividya Kannan, this conversation dives into how one of India’s largest real estate firms is strategically implementing AI across its operations.

This episode covers:

• Construction and design optimisation

Gain a clear view of how AI is moving beyond experimentation to drive real, measurable transformation in the property sector.

Srividya Kannan speaks with Sambasivan G, CFO of Tata Play, about what it really takes to make AI work in finance.

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AI is everywhere. But what's the tangible value? What are the real learnings from actual deployments in business?