After two strong editions, Chain Reaction returns to Mumbai. With the same intent, it started with getting the right people in the room to having an honest conversation, and leave thinking a step ahead by leveraging the collective experience of the community.
This edition centres on one of the most consequential shifts underway in the industry: how AI is changing the nature of supply chain decision-making, and the reality of it, as it's unfolding right now.
Because as it stands, logistics networks don’t move in clean layers. Rates shift, capacity tightens, plans change, and so decisions must keep up across procurement, execution, and payments.
What’s starting to matter more is the data behind those decisions, and how well it reflects what’s actually happening across lanes, carriers, and contracts. Equally importantly, it’s vital to understand how it’s used in real-time, and not just analyse it post-fact.
Breaking the Cost–Service–Resilience Trade-off
Why this is still a constraint, and what it takes to move beyond it.
Silo Optimisation vs. Network-level Orchestration
Why isolated wins don't translate to system-wide outcomes.
From Visibility to Faster Decisions
What slows action even when the data is available, and how that changes.
AI Beyond Recommendations
Where AI is beginning to make and own decisions, and what that demands of the people around it.
Data as a Strategic Asset
How data acts as the foundation for competitive advantage, innovation, and long-term value creation.
| Time | Session |
|---|---|
| 5:30 PM – 6:30 PM | Registration & Hi Tea |
| 6:30 PM - 6:45 PM | Welcome Note by Pando & Team Marksmen Network Opening remarks, setting the tone, and outlining the objectives of the roundtable of the roundtable |
| 6:45 PM – 7:00 PM | Keynote Address A grounded view on how supply chain execution is changing, where decisions are breaking, and what leaders are doing about it |
| 7:00 PM – 7:20 PM | Sneak peek into Pando’s AI Agents Setting the context with a look at AI in action before moving into a deeper, experience-led discussion |
| 7:20 PM - 8:30 PM | Roundtable Discussion moderated by Pando & Team Marksmen Network: Supply Chain Decisions in an AI-Native World DISCUSSION POINTS:
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| 8.30 PM - 8:45 PM | Closing Remarks |
| 8.45 PM onwards | Networking over Dinner & Cocktails |