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Pricing in Southeast Asia: Why Offline-First Retail Needs a Different Playbook
Written By: Gargi Sarma Southeast Asia (SEA) is one of the world’s fastest-growing retail regions, yet the dynamics shaping pricing strategy here are unlike those in North America, Europe or China. As ecommerce grows rapidly , traditional offline retailers face unique economic, demographic and infrastructural challenges that demand a different pricing playbook—one that blends local consumer realities , channel-specific competition , and value-driven pricing psycho
mamta Devi
14 hours ago5 min read


Real-Time & Advanced Pricing Intelligence: Why 2026 Demands It
Written By: Gargi Sarma By 2026, real-time (or frequent) dynamic pricing is no longer a niche experiment — it’s becoming foundational infrastructure for digitally competitive retailers and brands. Faster marketplaces, ubiquitous price monitoring, supply-chain volatility, and mainstreamed AI make continuous price orchestration the difference between protecting margin and losing it. This article explains why that shift is happening, gives concrete scenarios where speed mat
mamta Devi
Jan 58 min read


Holiday 2025 Pricing Playbook: How Retailers Should Plan for Q4
Written By: Gargi Sarma As we head into the 2025 holiday season, retailers face a challenging yet opportunity-rich landscape. Economic headwinds, evolving consumer behavior, and omnichannel complexity demand a pricing and merchandising strategy more sophisticated than the static discount calendar or fixed-price list of the past. Here’s a detailed playbook — grounded in the latest data and strategic thinking — to help retailers get ready for Q4 2025. What We Know About Hol
mamta Devi
Dec 15, 20256 min read


What Changed in 2025: The New Rules of Retail Pricing
Written By: Gargi Sarma The year 2025 marks a fundamental turning point in retail pricing. After years of inflation, supply-chain shocks, and fast digital acceleration, consumer expectations and competitive dynamics have reached a new level of intensity. Pricing is no longer an occasional strategic exercise—it is now a real-time battlefield where speed, intelligence, and adaptability determine which retailers grow and which get left behind. Static pricing is dead. Retaile
mamta Devi
Dec 9, 20256 min read


Micro-Zone Pricing: The Next Evolution in Retail Personalization
Written By: Gargi Sarma How hyper-local pricing is redefining competitiveness, customer value, and margin performance. Introduction: The New Reality of Local Retail For decades, retail pricing has operated on relatively large geographic zones—national, regional, or at best, store-level clusters. This worked well in a world where shopper behavior was predictable, competitors were uniform, and price changes were infrequent. Today, that world no longer exists. Customers beha
mamta Devi
Dec 1, 20256 min read


The Future of Retail Pricing: Humans, AI, and the Art of Strategic Decisions
Written By: Gargi Sarma Pricing in retail is becoming a hybrid craft — powered by AI’s scale and humans’ strategic judgment. Algorithms can squeeze margin from micro-moves, detect patterns across millions of SKUs, and automate complex repricing. But humans must set objectives, interpret novel events, control fairness and brand perception, and design the storytelling that turns numbers into customer value. Below is a detailed guide to why that hybrid is necessary, what the
mamta Devi
Nov 24, 20257 min read


Forecasting Without a Crystal Ball: How AI Complements Human Insight
Written By: Gargi Sarma A practical guide for retail leaders — what AI adds, where humans still lead, market context, real retailer examples, and a clear playbook. Introduction — why forecasting matters now In retail, forecasting is the difference between a sold-out bestseller and a back room of black-tagged markdowns. Accurate demand forecasts reduce stockouts, cut markdowns, lower logistics costs, and improve customer experience. That’s why retailers are investing heavi
mamta Devi
Nov 19, 20256 min read


Fairness Meets Profit: Designing Ethical Dynamic Pricing Systems
Written By: Gargi Sarma In today’s hyper-competitive retail landscape, pricing is no longer just a numbers game—it’s a strategic lever that can make or break customer trust. Dynamic pricing, which allows retailers to adjust prices in real time based on demand, competition, and consumer behavior, promises higher profits and optimized inventory. Yet, this power comes with a responsibility: the risk of alienating customers through perceived unfairness or opaque practices. As
mamta Devi
Nov 3, 20255 min read


The Psychology of Price Perception: What AI Still Gets Wrong (and Humans Get Right)
Written By: Gargi Sarma For retail leaders, pricing sits at the intersection of data science and human judgment. AI can crunch millions of datapoints, but price perception — how shoppers feel about a number — lives in the human brain. This article explains the core psychological mechanisms of price perception, highlights where modern AI and algorithmic pricing fall short, shows what human teams still do better, and gives practical recommendations for retailers worldwide (
mamta Devi
Oct 29, 20259 min read


The Price Parity Shift: How Online and Offline Retail Prices Have Evolved Over Time
Written By: Gargi Sarma The evolution of e-commerce has significantly transformed consumer purchasing behavior worldwide. Initially, online retailers often offered lower prices than their brick-and-mortar counterparts to attract customers and gain market share. Over time, however, factors such as convenience premiums, logistical costs, and service expectations have shifted the pricing dynamics. This white paper explores: How prices in e-commerce and brick-and-mortar store
mamta Devi
Oct 21, 20255 min read


Before & After: A Day in the Life of a Pricing Analyst with Automation
Written By: Gargi Sarma Imagine two calendars side by side. On the left: sticky notes, spreadsheets with 18 tabs, late-night Slack...
mamta Devi
Oct 13, 20255 min read


The Smart Shift: Turning Pricing into a Strategic Weapon
Written By: Gargi Sarma In today’s hyper-competitive retail landscape, pricing is no longer just a tool—it’s a competitive moat....
mamta Devi
Oct 8, 20253 min read


Real Business Impact of Automated Pricing: ROI, Accuracy, and Team Satisfaction
Written By: Gargi Sarma Automated pricing—when paired with clear human governance—delivers measurable ROI (sales uplift, margin...
mamta Devi
Sep 29, 20257 min read


From Firefighting to Forecasting: The Predictability Advantage of Pricing Automation
Written By: Gargi Sarma Introduction In retail, pricing teams are often caught in a cycle of firefighting—rushing to match competitor...
mamta Devi
Sep 22, 20255 min read


Automation and Humans: Focusing on What People Do Best
Written By: Gargi Sarma Automation — from dynamic pricing engines to electronic shelf labels and elasticity models — is transforming...
mamta Devi
Sep 15, 20257 min read


Why Analysts Should Do Strategy, Not Spreadsheets
Written By: Gargi Sarma Pricing analysts are among the sharpest minds in retail, yet much of their talent is often wasted on...
mamta Devi
Sep 8, 20254 min read


How Automation Saves 100,000+ Hours Across Retail Stores Every Year
Written By: Gargi Sarma Introduction In today’s hyper-competitive retail landscape, every hour counts. Store managers and frontline...
mamta Devi
Sep 1, 20255 min read


5 Signs Your Pricing Strategy Is Leaking Profits
Written By: Gargi Sarma Introduction In an age where AI dictates search results, consumers compare prices in seconds, and competitors...
mamta Devi
Aug 25, 20255 min read


How Grocers Can Outprice E-Commerce: Winning the Basket Battle in 2025
Written By: Gargi Sarma Introduction: The Digital Price Duel In today’s retail battleground, grocery pricing has become one of...
mamta Devi
Aug 18, 20255 min read


End of Manual Pricing: Intelligent Retail Demands Intelligent Pricing
Written By: Gargi Sarma Introduction: When DIY Pricing Becomes a Liability In the retail world, pricing used to be as much an art as...
mamta Devi
Aug 11, 20254 min read
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