PALO ALTO, California — March 23, 2026
Executive Summary
DFI Retail Group, a leading Asian retailer, has initiated a pilot program with SymphonyAI, a global provider of Vertical AI platforms, to evaluate advanced retail intelligence capabilities aimed at enhancing enterprise merchandise planning. The initiative focuses on leveraging AI-driven insights to support improved decision-making across promotions, assortment planning, clustering, and space optimization.
The pilot reflects DFI Retail’s ongoing efforts to strengthen its data foundation and merchandising processes while aligning with evolving customer expectations and increasing competitive pressures across Asian retail markets. By exploring SymphonyAI’s retail platform, DFI aims to enable faster, more consistent, and data-informed decisions across its operations. The collaboration is positioned as a strategic step toward building scalable capabilities that support operational efficiency and long-term retail performance.
Announcement Overview
DFI Retail Group has launched a pilot initiative with SymphonyAI to assess the deployment of advanced retail intelligence solutions designed to enhance merchandising capabilities across its enterprise operations. The pilot will evaluate how AI-powered insights and unified data platforms can improve planning accuracy, operational clarity, and execution efficiency across multiple retail functions.
Operating across 12 markets in Asia with a network of thousands of outlets, DFI Retail is focusing on strengthening its core merchandising infrastructure by integrating next-generation technologies into its decision-making processes. The collaboration with SymphonyAI enables DFI to test capabilities that support data unification, real-time analytics, and connected planning systems.
The initiative is aligned with DFI’s broader strategic objective of delivering quality, value, and service to customers through improved retail execution. By incorporating advanced AI capabilities into merchandising workflows, the company aims to enhance responsiveness to market changes and optimize product offerings across its diverse retail ecosystem.
Key Announcement Details
- Announcement Type: AI-driven merchandising pilot partnership
- Companies Involved: DFI Retail Group and SymphonyAI
- Announcement Date: March 23, 2026
- Dateline Location: Palo Alto, California, United States
- Primary Headline Statement: Leading Asian retailer aims to strengthen merchandise planning foundation with unified, data-driven retail intelligence
- Retailer Description: DFI Retail identified as a leading Asian retailer
- Technology Provider Description: SymphonyAI identified as a global leader in Vertical AI platforms
Pilot Initiative Details
- Pilot Status: Pilot launched
- Pilot Purpose: Evaluate advanced retail intelligence capabilities
- Evaluation Focus: Enhancing enterprise merchandise planning
- Initiative Nature: Disciplined, customer-first approach
- Assessment Scope: Next-generation retail insights
- Decision Areas Covered: Promotions, assortment, clustering, space planning
- Evaluation Method: Assessing real-world operational applicability of AI capabilities
Strategic Objectives and Intent
- Core Strategic Objective: Strengthen merchandise planning foundation
- Data Objective: Strengthen core data foundation
- Decision Objective: Enable faster merchandising decisions
- Consistency Objective: Enable more consistent merchandising decisions
- Customer Objective: Improve quality and value for customers across Asia
- Operational Objective: Improve process efficiency
- Agility Objective: Support more agile merchandising decisions
- Technology Objective: Improve core data foundation and technology solutions for team members
- Customer-Centric Focus: Customer-first evaluation and implementation approach
Technology and Platform Capabilities
- Technology Type: Vertical AI platform
- Platform Capability: Unified, data-driven retail intelligence
- Data Capability: Converting disparate data into unified insight
- Planning Capability: Enhancing planning processes
- Responsiveness Capability: Improving responsiveness to market conditions
- Operational Capability: Enhancing operational clarity
- Decision Capability: Supporting structured decision pathways
- Execution Capability: Aligning planning and execution insights
- Architecture Feature: Unified data and architecture
- Platform Characteristic: Proven presence in enterprise retail environments
- Deployment Context: Real operating conditions evaluation
Industry Context and Positioning
- Industry Trend: Retailers globally adopting connected retail intelligence technologies
- Industry Shift: Movement toward connected retail intelligence ecosystems
- Technology Trend: Integration of data, planning, and execution insights
- Operational Trend: Increased reliance on unified insights for decision-making
- Retail Environment Context: Intensifying competition
- Customer Trend Context: Evolving customer expectations
SymphonyAI Platform Positioning
- Platform Purpose: Support evaluation of advanced intelligence capabilities
- Platform Design: Built for enterprise retail environments
- Platform Strength: Scalable retail intelligence infrastructure
- Platform Function: Align planning and execution
- Platform Outcome: Strengthen decision confidence
- Transformation Role: Build foundation for longer-term transformation
Retail Impact Context (From Study)
- Research Source: SymphonyAI Economic Impact of Vertical AI research
- Estimated Economic Impact: Up to $54 billion annually
- Industry Scope: Retail and grocery sector
- Impact Drivers:
- Promotion planning optimization
- Assortment and personalization
- Inventory management
Documented Outcomes (From Customer Examples)
- Profit Impact: Multi-million-dollar profit improvements
- Sales Impact: Significant sales lift
- Operational Impact: Improved cross-functional coordination
- Decision Impact: Connected insight applied to core operational decisions
DFI Retail Organizational Details
- Company Name: DFI Retail Group
- Corporate Purpose: Sustainably Serve Asia for Generations with Everyday Moments
- Operational Footprint: 7,580 outlets
- Workforce Size: More than 79,000 employees
- Market Presence: 12 markets
- Business Model: Diversified retail group
- Core Offerings: Quality, value, and service to consumers
- Brand Strategy: Trusted brands and strong local market positions
- Operational Infrastructure:
- Extensive store networks
- Digital capabilities
- Efficient supply chains
Retail Divisions
- Division 1: Health and beauty
- Division 2: Convenience
- Division 3: Food
- Division 4: Home furnishings
- Division 5: Restaurants
SymphonyAI Corporate Details
- Company Name: SymphonyAI
- Business Type: Provider of Vertical AI platforms
- Core Offering: AI platforms for enterprise problem-solving
- Use Cases Mentioned:
- Stopping financial crime
- Improving store performance
- Boosting manufacturing efficiency
Customer Base and Market Presence
- Total Customers: More than 2,000 enterprise customers
- Financial Sector Presence: 200 of the top financial institutions
- Consumer Goods Presence: Top 25 CPG companies
- Retail Presence: Many of the world’s largest grocers
- Industrial Presence: Large industrial manufacturers
Technology Infrastructure Details
- Solution Type: Domain-trained applications
- Deployment Capability: Pre-built AI agents
- Operational Readiness: Ready to work on day one
Executive Statements
- DFI Executive: Crystal Chan, Group Chief Technology and Information Officer
- Statement Theme: Commitment to strengthening data foundation
- Statement Focus: Faster and more consistent merchandising decisions
- Customer Outcome Emphasis: Improving quality and value across Asia
- SymphonyAI Executive: Manish Choudhary, President, SymphonyAI Retail
- Statement Theme: Retailers investing in data-centric platforms
- Statement Focus: Aligning planning and execution
- Platform Purpose: Supporting evaluation and long-term transformation
Partnership Positioning
- Partnership Nature: Strategic initiative
- Partnership Goal: Evaluate AI-driven merchandising capabilities
- Partnership Alignment: Alignment between DFI goals and SymphonyAI capabilities
- Transformation Objective: Build foundation for long-term transformation
- Decision Improvement Goal: Strengthen decision confidence
Exploring Next-Generation Retail Intelligence
The pilot program between DFI Retail Group and SymphonyAI is centered on evaluating how next-generation retail intelligence platforms can support more effective merchandising strategies. Retail environments increasingly rely on the integration of disparate data sources into unified systems that provide actionable insights for planning and execution.
DFI Retail’s initiative reflects a structured approach to assessing how connected data ecosystems can improve decision-making across multiple merchandising dimensions. These include the ability to optimize promotional strategies, refine product assortments, improve store clustering methodologies, and enhance space utilization within retail locations.
Retail intelligence platforms are designed to consolidate data from multiple operational sources, enabling organizations to create a single source of truth for planning activities. This unified approach supports more consistent decision-making and allows retailers to respond more effectively to changing customer behaviors and market conditions.
The evaluation of SymphonyAI’s platform provides DFI with the opportunity to analyze how AI-driven insights can be applied in real operational contexts. This includes assessing the platform’s ability to generate predictive analytics, support scenario planning, and improve alignment between planning and execution processes.
Strategic Context: Strengthening Data Foundations and Operational Consistency
The collaboration between DFI Retail Group and SymphonyAI takes place within a broader strategic effort by DFI to enhance its data infrastructure and merchandising capabilities. As retail markets across Asia continue to evolve, companies are increasingly investing in technologies that enable more agile and data-driven decision-making.
DFI Retail has indicated that the initiative is part of its commitment to improving its core data foundation and technology solutions. By strengthening data systems and integrating advanced analytics, the company aims to support its teams in making faster and more consistent merchandising decisions.
The emphasis on data-driven decision-making aligns with the company’s focus on delivering improved quality and value for customers. By leveraging AI technologies, DFI Retail seeks to enhance its ability to align product offerings with customer preferences while maintaining operational efficiency across its retail network.
The partnership also reflects the importance of process efficiency and scalability in modern retail environments. By evaluating a unified platform, DFI aims to reduce fragmentation in its data systems and create a more cohesive approach to planning and execution.
Leadership Statements
Crystal Chan, Group Chief Technology and Information Officer at DFI Retail Group, stated:
“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.”
She further emphasized:
“DFI is committed to strengthening our data foundation to enable faster, more consistent merchandising decisions that improve quality and value for customers across Asia.”
Manish Choudhary, President of SymphonyAI Retail, added:
“Leading retailers are investing in connected, data-centric platforms that help align planning and execution while strengthening decision confidence. 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.”
These statements highlight the shared focus of both organizations on leveraging AI-driven platforms to support improved decision-making and operational alignment.
Why DFI Selected SymphonyAI’s Retail Platform for Evaluation
DFI Retail’s decision to collaborate with SymphonyAI is based on several factors related to the platform’s capabilities and alignment with the company’s strategic objectives.
SymphonyAI provides Vertical AI platforms specifically designed for industry use cases, including retail. Its solutions are built to support domain-specific intelligence, enabling organizations to address complex operational challenges through tailored analytics and data models.
The platform’s architecture emphasizes unified data integration, allowing retailers to consolidate information from multiple sources into a single framework. This capability supports improved visibility across operations and facilitates more consistent planning processes.
Additionally, SymphonyAI’s established presence in enterprise retail environments provides DFI with access to a platform that has been deployed across large-scale operations. This experience supports the evaluation of solutions that are designed to operate in complex, multi-market retail ecosystems.
The alignment between DFI’s objectives and SymphonyAI’s platform capabilities positions the pilot as an opportunity to assess how scalable AI solutions can support long-term transformation in merchandising operations.
Retail Impact Context
The significance of initiatives such as the DFI-SymphonyAI partnership is supported by findings from SymphonyAI’s Economic Impact of Vertical AI research. According to the study, the application of domain-specific AI in retail and grocery sectors has the potential to generate up to $54 billion in annual economic impact.
This impact is driven by improvements in key operational areas, including:
- Promotion planning optimization
- Assortment and personalization strategies
- Inventory management efficiency
The research also highlights documented outcomes from enterprise retail organizations that have implemented Vertical AI platforms. These outcomes include:
- Multi-million-dollar profit improvements
- Significant sales growth
- Enhanced cross-functional coordination
These findings illustrate the potential benefits of integrating connected retail intelligence systems into core business operations. By leveraging AI-driven insights, retailers can improve alignment between planning and execution, leading to more effective decision-making across their organizations.
DFI Retail’s pilot initiative reflects an effort to explore these capabilities within its own operational context, assessing how such technologies can support its strategic priorities.
Operational Scope and Retail Ecosystem Integration
DFI Retail operates a comprehensive retail ecosystem that spans multiple formats and product categories. The company’s portfolio includes operations across five key divisions:
- Health and beauty
- Convenience retail
- Food retail
- Home furnishings
- Restaurants
With 7,580 outlets and a workforce of more than 79,000 employees, DFI Retail’s scale presents both opportunities and complexities in managing merchandising operations.
The integration of AI-driven retail intelligence into this ecosystem is intended to support more coordinated decision-making across divisions. By leveraging unified data platforms, the company can align planning processes across different business units while maintaining flexibility to address local market conditions.
The pilot with SymphonyAI enables DFI to evaluate how these capabilities can be applied across its diverse operations, supporting improved consistency and efficiency in merchandising strategies.
About DFI Retail
DFI Retail Group is a leading Asian retailer driven by its purpose to “Sustainably Serve Asia for Generations with Everyday Moments.” As of December 31, 2025, the company and its associates operated 7,580 outlets and employed more than 79,000 people across 12 markets.
The Group delivers quality, value, and service to consumers through a combination of trusted brands, strong local market positions, and a broad retail ecosystem. Its operations are supported by extensive store networks, digital capabilities, and efficient supply chains.
DFI Retail’s diversified portfolio spans multiple retail segments, including health and beauty, convenience, food, home furnishings, and restaurants, enabling the company to serve a wide range of consumer needs across the region.
About SymphonyAI
SymphonyAI is a global provider of Vertical AI platforms designed to help enterprises address complex operational challenges. The company delivers AI-driven solutions across multiple industries, including retail, financial services, and manufacturing.
Serving more than 2,000 enterprise customers worldwide, SymphonyAI’s client base includes 200 of the top financial institutions, leading consumer packaged goods companies, and major global retailers. Its platforms provide domain-trained applications and pre-built AI agents that enable organizations to deploy solutions quickly.
SymphonyAI’s infrastructure includes a focus on data integration, analytics, and operational intelligence, supporting enterprises in improving performance, enhancing efficiency, and optimizing decision-making processes.
Media Contact
For additional information, visit dfiretailgroup.com.
Source Attribution
Source: Company announcement