Forecasting foresight replaces guesswork across the network
If Kumar’s world shows how forecasting turns a planner into a faster decision maker, Sonik Sourabh, Senior Manager, Supply Chain, Tata 1mg shows how far that same shift can travel when the product being moved is medicine rather than a spare part. At Tata 1mg, AI led forecasting has moved from a quiet pilot running alongside planners, treated more as a sanity check than a decision maker, to the first call on replenishment across thousands of SKUs, with planners now managing the exceptions the model flags rather than running the numbers themselves. Sourabh points to a recent flu vaccine supply crunch as the moment this stopped being theoretical: the forecasting engine picked up the demand spike days before it showed up in raw sales data, and that lead time was what allowed the business to shift from just in time ordering to a stockable inventory posture before the shortage actually hit. IoT enabled tracking earns the same conviction in cold chain categories such as vaccines, insulin and oncology drugs, where no version of the business now runs without it, while digital twins and robotics remain real capabilities that are still proving their case rather than driving outcomes at scale.
Transparency as a Design Brief
Sourabh argues that the demand for transparency and flexibility has travelled further upstream than most people expect, well beyond a tracking link at checkout. It now shapes how packaging is designed, from tamper evident seals to visible cold chain indicators customers can trust at a glance, and how replenishment is scheduled, with several categories moving towards smaller, more frequent batches instead of large predictable runs purely to flex delivery promises without stockouts. Even SKU rationalisation decisions now weigh whether a choice will allow faster and more transparent fulfilment alongside cost, evidence that the customer’s expectation of visibility has effectively become a design brief for procurement and packaging teams rather than a logistics promise alone.
Resilience as Risk Strategy, Redesigned for Scale
On resilience, Sourabh describes a change to the default setting itself. Where lean and just in time were once the gold standard, the years since the pandemic, punctuated by recurring shortages, have pushed the business to deliberately build slack back into critical categories through dual sourcing for essential drugs and cold chain inputs, regional buffer stock in place of one central node, and supplier diversification even where it costs more on paper, reframing inventory strategy as risk strategy wearing a supply chain hat. Asked how he would redesign the network from scratch for the next decade’s customer, Sourabh would break away from a few large central hubs in favour of a distributed network of smaller, demand close micro fulfilment nodes, better for speed and for resilience alike, with manufacturing running demand triggered and modular rather than forecast and store, and digital twins used to pressure test network changes before capital is committed. Sustainability, in his view, would be engineered in from day one across packaging, routing and the last mile rather than retrofitted once regulation forces the issue, with the entire network built data first and real time visibility treated as core infrastructure rather than a dashboard layered on top afterwards.
Scaling Faster, Moving Smarter, Growing Sustainable
Read together, these six perspectives describe an industry writing its next chapter around three simultaneous demands rather than one. Scaling faster is visible wherever volume and velocity intersect, from a dark store network compressing delivery to four hours to a forecasting engine catching a vaccine demand spike before it shows up in sales data. Moving smarter runs through every account of technology that has earned its place in daily operations, whether digital twins, live tracking or AI freeing planners to manage exceptions rather than routine. Growing sustainable surfaces wherever resilience, indigenisation or product integrity are treated as long term commitments rather than short term fixes.
Equally consistent is the recognition that customer expectation has travelled far beyond the last mile, shaping packaging, production scheduling and network design long before a shipment moves. Technology, in every account, matters less as a standalone capability than as a means of making people, whether drivers, planners or merchants, faster and better informed at the moment a decision is needed.
What emerges is not a single blueprint but a shared instinct: the networks best equipped for the next chapter of commerce will be those built for optionality, collaboration and continuous adaptation rather than a single optimal scenario, whether the customer at the other end is waiting on a parcel or on a life saving prescription. The future belongs to those who can scale faster, move smarter and grow sustainably all at once, not merely to those who can do one of the three well.
