Leading Asian retailer aims to strengthen its merchandise planning foundation with unified, data-driven retail intelligence
DFI Retail, a leading Asian retailer has launched a pilot with SymphonyAI, a global leader in Vertical AI platforms, to evaluate advanced retail intelligence capabilities designed to enhance enterprise merchandise planning. The initiative reflects DFI’s disciplined, customer-first approach to assessing how next-generation retail insights can support better decisions across promotions, assortment, clustering, and space planning.
“DFI is committed to strengthening our data foundation to enable faster, more consistent merchandising decisions that improve quality and value for customers across Asia.” — Crystal Chan, Group Chief Technology and Information Officer, DFI Retail Group
As competition intensifies and customer expectations evolve, DFI is investing in a proven and scaled AI solution that aims to strengthen retail fundamentals, improve process efficiency, and support more agile merchandising decisions.
Crystal Chan, Group Chief Technology and Information Officer, DFI Retail Group said,“This strategic initiative with SymphonyAI reflects DFI’s commitment to improve our core data foundation and technology solutions for our team members. We aim to make better and faster merchandising decisions to continuously improve quality and value for our customers across Asia, all enabled by AI.”
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Exploring Next-Generation Retail Intelligence
Retailers around the world are embracing technologies that help turn disparate data into unified insight, enhancing planning, responsiveness, and operational clarity. DFI’s initiative embodies this broader industry evolution toward connected retail intelligence — where data, planning, and execution insights coalesce to inform decision pathways and support retailer priorities.
Why DFI Selected SymphonyAI’s Retail Platform for Evaluation
DFI’s decision to work with SymphonyAI reflects the alignment between DFI’s future performance aspirations and the platform’s retail specialization, unified data and architecture, and proven presence in enterprise retail environments.
“Leading retailers are investing in connected, data-centric platforms that help align planning and execution while strengthening decision confidence,” said Manish Choudhary, President, SymphonyAI Retail. “Our retail platform is designed to support customers as they evaluate advanced intelligence capabilities in real operating conditions and build foundations for longer-term transformation.”
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Retail Impact Context
The importance of investments like DFI’s is underscored by findings from SymphonyAI’s Economic Impact of Vertical AI research, which highlights the scale of opportunity when retail planning and execution are informed by domain-specific intelligence. That study estimates up to $54 billion in annual economic impact in the retail and grocery sector alone, driven by optimized promotion planning, assortment & personalization, and inventory management.
In documented customer examples, Vertical AI platforms have helped global grocery and enterprise retail organizations achieve measurable results such as multi-million-dollar profit improvements, significant sales lift, and more efficient cross-functional coordination — showing what’s possible as retailers bring connected insight to core operational decisions.










