Pune: On the outskirts of Pune, where trucks carrying freshly harvested vegetables arrive daily and workers move crates through temperature-controlled facilities, a different picture of India's quick-commerce race begins to emerge.
The country's grocery battlefield is often portrayed as a contest of delivery timers, discounts and app notifications. Consumers see promises of groceries arriving in 10 minutes. Investors track market share gains. Competitors race to open dark stores across urban neighbourhoods.
But after spending a day tracing the journey of fruits and vegetables through Amazon’s supply chain, moving across Mulberry & Melon Farms in Narayangaon and the collection centres in Manchar, and spending time observing the processing facilities and micro-fulfilment hubs firsthand, it becomes clear that the company’s biggest wager is not on speed alone.
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It is betting that the next phase of India's grocery market will be won through infrastructure.
As competition intensifies in India’s grocery and quick-commerce space, led by players such as Blinkit, Zepto and Swiggy Instamart alongside platforms like BigBasket, JioMart and Amazon Fresh, Amazon is investing heavily in a dense physical network designed to move produce from farms to customers’ doorsteps, often within a day of harvest.
The strategy reflects a broader shift underway in Indian ecommerce. The visible storefront may be digital, but the real competition increasingly revolves around sourcing networks, cold-chain systems, inventory placement, forecasting technology and last-mile logistics.
From farm forecasts to customer baskets
The journey begins long before a customer places an order.
Karan Chugh, Director of Operations at Amazon India, said the system starts with forecasting demand at the farm level. Chugh oversees the company's operations and fulfilment network, including facilities serving its grocery business.
"For us, it all starts with providing farmers with forecasts of what we'll need. Based on those forecasts, farmers grow and harvest the produce accordingly," he said.
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Once crops are ready for harvest, produce moves into Amazon's collection centres, where the first layer of quality checks begins.
"We receive the produce at our collection centers. At these centers, we conduct the first level of grading and quality checks. We procure the produce at clearly displayed prices that represent a fair market value for the farmers," Karan said.
From there, produce is transported to Light Processing Centres, where it undergoes sorting, grading, cleaning, weighing and pre-packaging before being dispatched into the fulfilment network.
The flow appears simple on paper: farm, collection centre, processing facility, fulfilment hub and customer.
In practice, however, it is supported by a growing sourcing ecosystem that now includes more than 16,000 farmers and aggregators across India. The company says nearly 70% of fresh produce is sourced within 200 kilometres of where it will ultimately be delivered, reducing transit time while helping preserve freshness.
Amazon expects sellers operating on its marketplace to enable six times more produce sourcing from farmers by the end of 2026 compared with 2025 levels.
The cold chain behind the promise
If sourcing is the first layer of Amazon's grocery operation, cold-chain management is arguably the most critical.
Fresh produce entering the network moves through a temperature-controlled system spanning collection centres, processing facilities and fulfilment hubs.
At LPCs, products are stored across multiple temperature zones depending on category requirements. Berries, leafy vegetables, melons, chilled products and frozen inventory are all handled differently.
The guiding principle, executives say, is minimal handling.
Every additional touchpoint creates opportunities for spoilage, damage or inconsistency.
The final stage before delivery is the micro-fulfilment centre, or MFC — compact facilities positioned close to customer demand clusters.
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These centres typically range between 3,000 and 10,000 square feet and are located within two to three kilometres of the neighbourhoods they serve. In dense urban pockets, the distance can fall to as little as 500 metres.
Inside, inventory is distributed across ambient, chilled and frozen storage environments, with temperatures ranging from minus 18 degrees Celsius to 22 degrees Celsius.
The objective is straightforward. Place inventory as close as possible to demand without compromising freshness.
While the company declined to disclose wastage figures, executives said quality checks at multiple stages of the supply chain help reduce spoilage and ensure products meet customer standards before delivery.
Why network density matters
In India's quick-commerce market, delivery speed often dominates marketing campaigns.
Yet speed is ultimately a consequence of network design.
Amazon currently operates more than 360 micro-fulfilment centres and plans to expand that figure beyond 1,000 centres across 100 cities. The company says it is currently opening roughly two new facilities every day.
This growing footprint forms the backbone of both Amazon Fresh and Amazon Now.
The two services may appear distinct from a customer perspective — one serving scheduled grocery purchases and the other targeting near-instant deliveries — but they are supported by the same sourcing, processing and cold-chain infrastructure.
That shared backbone allows Amazon to spread investments across multiple shopping formats while improving inventory utilisation.
The approach also reflects a broader industry trend. As delivery windows shrink, proximity increasingly becomes a competitive advantage. Inventory must sit closer to consumers, forecasts must become more accurate, and replenishment cycles must accelerate.
In that environment, fulfilment infrastructure itself becomes a strategic asset.
Building relationships beyond procurement
The company's engagement with farmers extends well beyond forecasting demand.
"We have team members based at our collection centers whose job is to meet farmers in the catchment area every day," said Srikant Sree Ram, Director, Amazon Fresh.
"They don't just communicate forecasts. They also share market intelligence—consumer demand patterns, upcoming trends, and seasonal requirements."
The approach has led to specialised cultivation programmes in some regions.
"For example, last year I visited a farmer growing colored mini peppers. The entire crop was grown exclusively for Amazon Fresh. We worked closely with that farmer on sourcing seeds, cultivation practices, weather conditions, sowing schedules, and harvest timelines," Sree Ram said.
"Another example was a farmer in Mahabaleshwar growing white strawberries. He had collaborated with universities in Melbourne and California on seed research. Everything he grew was supplied to Amazon Fresh."
These examples illustrate how Amazon is increasingly becoming involved in helping farmers plan production around demand rather than simply acting as a buyer at harvest time.
The network has expanded steadily. Maharashtra alone hosts ten collection centres, while additional sourcing infrastructure operates across Tamil Nadu, Karnataka, Himachal Pradesh, Rajasthan, Haryana and Bihar.
Building trust remains critical in a sector where farmers are often cautious about new procurement models.
Sree Ram said Amazon's approach relies heavily on local hiring.
"Most of our team members in these regions are from the same areas where they work."
"Instead of someone sitting in an office in Bengaluru calling farmers, it's someone who lives nearby, visits them regularly, shares tea with them, and spends time understanding their needs."
Many of these employees have agricultural backgrounds and are familiar with local farming practices, helping create long-term relationships with growers.
Interestingly, Amazon says most farmers are not seeking subsidies or additional support from the company.
"The most common request we get is for increased demand, and we've been able to help with that," Sree Ram said.
Grocery is becoming a bigger part of Amazon's business
The operational buildout is occurring alongside a notable shift in consumer behaviour.
Amazon says close to half of customer orders on Amazon. in now come from everyday essentials categories including fruits, vegetables, groceries, cleaning supplies, baby products, pet care and personal wellness products.
The platform currently offers more than 1.6 million products across these categories.
Karan said customer engagement has increased significantly as shoppers adopt newer convenience-focused services.
"Prime customers who started using Amazon's newer services are now shopping three times more frequently than before," he said, citing observations previously shared by Amazon CEO Andy Jassy.
More than 70% of new Prime members now originate from non-metro cities, highlighting the growing adoption of online grocery and essentials shopping beyond India's largest urban centres.
Asked whether customers prioritise speed over quality or value, an executive argued that the trade-off does not exist.
"No customer says they want slower deliveries, fewer products, or higher prices."
"Customers always want more selection, faster delivery, better quality, and better value."
Competing through execution
As competition intensifies from players such as JioMart, BigBasket, Blinkit and Zepto, Amazon says its focus remains on execution rather than responding to rivals directly.
Asked how the company differentiates itself, an executive pointed to four priorities: selection, quality, value and customer experience.
"We're a customer-obsessed company. As long as we continue improving these core inputs, we're confident customers will continue choosing us," Sreekanth said.
The strategy places less emphasis on headline-grabbing delivery times and more on the operational systems required to support them consistently.
Billions flowing into infrastructure
Supporting that growth requires significant capital.
Amazon has announced plans to invest more than $35 billion in India by 2030 across technology, logistics, retail and AI infrastructure.
At the operational level, the company announced a ₹2,000 crore investment last year focused on network expansion, infrastructure development and safety initiatives. "This year, we've already announced an investment of ₹2,800 crore for infrastructure growth and additional safety initiatives,” Sreekanth said.
The company says it has committed more than ₹4,800 crore since the start of 2025 toward strengthening operations infrastructure and associate wellbeing programmes.
Data, AI and the forecasting engine
The scale of the network generates another advantage: data.
Machine-learning systems are increasingly being used to forecast demand, optimise inventory placement and improve fulfilment efficiency.
These systems analyse factors such as seasonality, local buying behaviour, weather patterns and browsing activity to anticipate shifts in consumption.
Within facilities, algorithms support picking efficiency, packaging optimisation, box sizing and address validation.
The company is also integrating AI into customer-facing experiences through tools such as Rufus, its shopping assistant, and image-based shopping features.
Behind the scenes, however, the most significant impact may be on inventory forecasting.
As purchase frequency rises, forecasting accuracy improves, helping ensure the right products are positioned closer to where demand emerges.
That creates a self-reinforcing cycle between customer behaviour and operational efficiency.
The human layer of the network
While automation and AI are becoming increasingly important, much of the system still depends on people.
Across warehouses and delivery operations, Amazon has introduced heat-index monitoring, structured rest breaks, hydration support, electrolyte distribution and expanded health programmes.
The company is also scaling its Ashray rest-centre initiative, targeting more than 250 centres by the end of 2026. Mobile air-conditioned rest vans and medical camps have also been added to support delivery associates.
Insurance and health benefits have been expanded for nearly 90,000 delivery partners across the network.
The measures reflect growing scrutiny across India's logistics sector regarding working conditions as delivery timelines continue to shrink.
Sustainability enters the equation
As delivery volumes increase, Amazon is also attempting to reduce the environmental footprint of its logistics network.
The company is deploying approximately 1,000 electric trucks developed with Eicher Trucks and Buses to support its delivery operations.
The rollout is expected to become one of the largest dedicated electric-truck deployments in India's ecommerce sector and forms part of a broader transition toward lower-emission logistics infrastructure.
Operations become the product
For years, ecommerce competition revolved around assortment and pricing.
Quick commerce then shifted the focus toward speed.
Amazon's latest expansion suggests the next chapter may centre on operational sophistication.
The company is building a network in which farms, collection centres, processing facilities, fulfilment hubs, AI systems and delivery infrastructure operate as a single integrated chain.
The customer sees a bag of vegetables arriving at the doorstep.
What remains largely invisible is the network of forecasts, agronomists, temperature-controlled facilities, machine-learning systems, local sourcing partnerships and fulfilment hubs working behind the scenes to make that delivery possible.
The company says customer adoption is accelerating alongside network expansion.
"We've already announced expansion into more cities and are building a network of around 1,000 micro-fulfillment centers," Sreekanth said.
"There's still a lot more to do, and we're excited about the opportunities ahead."
As Karan reflected on the supply chain customers rarely see:
"One thing worth remembering is that the journey you witnessed today—from farm to processing center to fulfillment facility—is the same path fresh produce follows before reaching customers, often in less than a day from harvest."
For a business increasingly defined by everyday essentials rather than occasional purchases, that journey may be becoming just as important as the delivery itself.
