Mr. Suhas Malempati

Retail at a Crossroads: Stay On-Prem or Rise with Cloud + AI

Abstract:

Retail enterprises face a pivotal strategic inflection point amid accelerating digital disruption, supply-chain volatility, and hyper personalized consumer expectations. The traditional on-premises IT model characterized by high capital expenditures, rigid scalability, and protracted deployment cycles increasingly constrains agility and innovation. In contrast, cloud-native architectures integrated with artificial intelligence (AI) offer elastic compute, real-time data orchestration, and predictive capabilities that enable dynamic pricing, demand forecasting, inventory optimization, and immersive Omni channel experiences. This paper examines the economic, operational, and risk dimensions of both paradigms, presenting a decision framework that quantifies total cost of ownership, time-to-value, and resilience metrics. Through case studies of leading retailers, it demonstrates cloud + AI deployments achieving 25–40 % reductions in operational overhead and 15–30 % lifts in conversion rates. Ultimately, the analysis argues that while on-premises systems retain merit for highly regulated or latency-sensitive workloads, a hybrid-to-full cloud migration augmented by AI is the imperative path for sustaining competitive advantage in a data-driven retail landscape.

Profile:

Suhas Malempati is a retail technology strategist with deep experience driving digital transformation across merchandising, supply chain, and store operations with 15+ years of experience. He is passionate and exploring integrating AI, analytics, and modern cloud platforms to enhance retail agility and performance. Suhas has led enterprise modernization initiatives, designed, implemented complex retail systems, and actively promotes cross-industry collaboration on “Actual Intelligence” the balance between human expertise and data-driven automation.