How Dairy Day is using AI to unlock real-time visibility across 80,000 outlets

As India’s fast-moving consumer goods (FMCG) sector grapples with fragmented distribution and last-mile inefficiencies, Bengaluru-based ice cream maker Dairy Day is turning to AI-powered sales automation to drive its next phase of growth—signalling a broader shift in how traditional consumer companies are embracing digital transformation.

The company has partnered with tech major Salesforce to deploy its Agentforce platform across sales and service operations, aiming to improve real-time visibility, streamline distributor coordination, and support expansion into Tier 2 and Tier 3 markets.

Founded in 2002, Dairy Day has built a strong presence across South India, supported by a large manufacturing base in Karnataka and a distribution network spanning tens of thousands of retail outlets. Backed by Motilal Oswal Private Equity and Kedaara Capital, it now plans to double its retail footprint and target ₹1,000 crore in revenue over the next few years.

“India’s consumer brands are entering a new era of growth, where success depends on combining strong regional roots with smart digital execution,” said Aditi Sharma, RVP & Head of Consumer and Manufacturing Industry Segment at Salesforce India.

Real-time execution, measurable gains

At the heart of Dairy Day’s transformation is the shift from manual, fragmented sales processes to a unified, real-time system.
Earlier, order capture required multiple systems and manual intervention, often delaying fulfilment. Now, orders placed in the field flow directly into ERP systems, cutting turnaround time and improving responsiveness.

“The focus is on improving outlet coverage through real-time visibility,” said Venkateswaran Krishnamoorthy, CTO, Dairy Day Ice Cream. “Sales managers can track where teams are, how many calls they’ve made, and what orders are coming in.”

Even incremental improvements are proving meaningful. A 1% increase in outlet coverage across its 80,000-outlet network could translate into roughly 8,000 additional billing points—driving incremental revenue at scale, he added.

Cracking the last mile

The gains are particularly relevant as Dairy Day expands into smaller towns, where distribution complexity and execution gaps are more pronounced.

Sales representatives can now onboard new outlets directly from the field, with real-time approvals and integrated workflows. Downstream processes—from freezer placement to first billing—are also digitised.

“From onboarding an outlet to generating the first bill, the lifecycle is now seamless and managed in real time,” Krishnamoorthy said. “Speed is the currency in these markets.”

AI moves to the frontline

Beyond automation, the deployment reflects a shift toward embedding AI into everyday workflows. “We are seeing a move from automation to intelligence embedded in the flow of work,” Sharma said. “When insights are delivered at the moment of truth, adoption improves significantly.”

For Dairy Day, this means using real-time data to identify gaps and nudge sales teams instantly. “What would earlier be a missed opportunity can now be corrected on the same day,” Krishnamoorthy said.

A broader shift in FMCG tech

The deployment underscores a wider trend: mid-sized consumer brands are leapfrogging legacy systems and adopting AI-first platforms to compete more effectively. As consumption growth shifts beyond metros, digital capabilities are becoming critical to managing scale and complexity.

With real-time data, integrated systems, and AI-driven insights, Dairy Day is positioning itself to compete more aggressively in a crowded market—while offering a glimpse into how technology is reshaping frontline execution in India’s consumer economy.