How AI and ETL transformed inventory management for a mid-size retailer

📊 𝗬𝗼𝘂𝗿 𝗜𝗻𝘃𝗲𝗻𝘁𝗼𝗿𝘆 𝗗𝗮𝘁𝗮 𝗜𝘀 𝗕𝗹𝗲𝗲𝗱𝗶𝗻𝗴 𝗠𝗼𝗻𝗲𝘆 Your inventory system says you have 50 units. Your shelf count shows 23. Your supplier delivered 40 yesterday. This data chaos is costing retailers millions in lost sales and excess carrying costs. Manual inventory reconciliation across POS, warehouse, and supplier systems creates dangerous gaps: • 15-30% reduction in stockouts through real-time data synchronization • $2M+ annual savings from automated shrinkage detection and prevention • 40% faster inventory turns with predictive restocking algorithms • Eliminate 80+ hours weekly spent on manual data reconciliation • Scale operations without proportional increases in data management overhead We recently built an AI-powered inventory intelligence system for a mid-size retailer that automatically reconciles data from 12 different sources, flags discrepancies in real-time, and generates automated reorder recommendations. Result: 23% improvement in inventory accuracy within 90 days. DM us for a quick inventory data audit. #DataAnalytics #BusinessIntelligence #ArtificialIntelligence #DataEngineering #InventoryManagement #AutomationTech #PredictiveAnalytics #RetailTech #SupplyChainOptimization #DataAnalytics #BusinessIntelligence #ArtificialIntelligence #DataEngineering #InventoryManagement #AutomationTech #PredictiveAnalytics #RetailTech #SupplyChainOptimization

For one global retailer with 90K+ products, siloed systems and overnight reporting slowed everything: ❌ Sales, stock & promo data scattered ❌ Teams waiting on nightly jobs for basic answers ❌ No clear view of how discounts impacted demand & margins   In just 100 days, Inferenz built a cloud-native warehouse and price-elasticity engine that: ✅ Delivered dashboards 𝟖𝟎% faster ✅ Cut manual data pulls by 𝟗𝟎% ✅ Improved promo-margin accuracy by 𝟏𝟓%   The result? Real-time visibility, smarter pricing, and a single source of truth.   👉 Full case study here: 🔗 https://lnkd.in/dasCQj3q #Inferenz #ArtificialIntelligence #AgenticAI #AIinRetail #RetailTech #FutureOfRetail #EcommerceEvolution #RetailInnovation Yash Thakkar | Gayatri Akhani | Srinivas Mothey | Jalindar Karande | Richa Gupta

𝗬𝗼𝘂𝗿 𝗦𝘁𝗼𝗰𝗸𝗼𝘂𝘁𝘀 𝗔𝗿𝗲 𝗮 𝗗𝗮𝘁𝗮 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 𝗣𝗿𝗼𝗯𝗹𝗲𝗺 Retailers lose $1.1 trillion annually to inventory issues. The root cause? Fragmented data systems that create blind spots across channels, leaving you reactive instead of proactive. Automated ETL pipelines eliminate these costly gaps: • Real-time inventory visibility across all locations and channels • Reduce stockouts by 35-50% through predictive replenishment • Cut carrying costs by identifying slow-moving inventory faster • Enable dynamic pricing based on actual demand patterns • Streamline vendor communications with accurate stock data A major fashion retailer we worked with integrated their POS, warehouse, and e-commerce data streams. Result: 40% reduction in stockouts and $2.3M recovered revenue in the first quarter. DM us for a quick data pipeline audit. #DataAnalytics #BusinessIntelligence #DataEngineering #SupplyChainOptimization #ETL #DataPipelines #InventoryManagement #PredictiveAnalytics #Retail #DataAnalytics #BusinessIntelligence #DataEngineering #SupplyChainOptimization #ETL #DataPipelines #InventoryManagement #PredictiveAnalytics #Retail

📈 How dynamic pricing and customer analytics transformed grocery retail operations! Worked with Kavya Narayanan, Anastasiia K., and Nidhi S. to develop an innovative solution addressing a critical problem in the grocery ecommerce industry: $400,000 lost per store annually due to inefficient perishable inventory management. The Challenge We Tackled: ➡️ Retailers discard 5-15% of perishables yearly due to poor forecasting ➡️ Rising food costs impact customer acquisition cost (CAC) and affordability ➡️ Tightening margins reduce customer lifetime value (CLV) potential Our AI/ML Solution Features: 1) Dynamic Pricing Engine - Real-time pricing based on shelf life, demand, and traffic 2) Predictive Inventory Insights - ML models forecasting demand using historical data, weather, and local events 3) Store-Level Customization - Personalized recommendations for each location 4) Seamless Integration - Plug-and-play with existing POS systems Grateful for the learning experience Jyothi Nookula!

📦 API Development for SKU Availability Tracking Across Multiple Grocery Retailers In today’s competitive grocery landscape, #RealTimeSKUAvailability tracking has become a game-changer for both retailers and suppliers. The complexity of managing thousands of products across multiple platforms requires a solution that is fast, accurate, and scalable. ✅ Monitor real-time stock levels across multiple retailers simultaneously ✅ Get instant out-of-stock alerts to prevent revenue loss and ensure customer satisfaction ✅ Track fast-moving SKUs to optimize replenishment and avoid empty shelves ✅ Normalize SKU data from different platforms for consistency and analytics readiness ✅ Support dynamic inventory strategies, enabling smarter supply chain decisions and reducing waste The result? Businesses gain the agility to respond quickly to market changes, maintain strong customer loyalty, and create a #DataDrivenRetailEcosystem that benefits buyers, sellers, and end consumers alike. 👉 Check out the full breakdown here: 🔗 https://lnkd.in/djg-eS-n #GroceryTech #InventoryManagement #RetailTech #DataEngineering #SupplyChain #StockAvailability #OutOfStockAlerts #RealTimeData #ProductNormalization #RetailAnalytics #Ecommerce #DynamicInventory #SmartRetail #DataDriven #FMCG #PriceIntelligence #Automation #OperationalExcellence #BusinessIntelligence #DigitalShelf #RetailInnovation #MarketIntelligence #ConsumerInsights #EcommerceTrends #FutureOfRetail #DataScience #BigData #RetailStrategy #DataDrivenDecisions

𝐈𝐧𝐯𝐞𝐧𝐭𝐨𝐫𝐲 𝐝𝐚𝐭𝐚 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐭𝐡𝐚𝐭 𝐞𝐧𝐚𝐛𝐥𝐞 𝐬𝐦𝐚𝐫𝐭𝐞𝐫 𝐬𝐡𝐞𝐥𝐟 𝐚𝐧𝐝 𝐬𝐮𝐩𝐩𝐥𝐲 𝐜𝐡𝐚𝐢𝐧 𝐚𝐜𝐭𝐢𝐨𝐧𝐬 Vispera’s Inventory Data Service empowers both 𝒓𝒆𝒕𝒂𝒊𝒍𝒆𝒓𝒔 and 𝑪𝑷𝑮𝒔 by integrating real-time shelf data with structured inventory models—unlocking actionable insights across the value chain. Here’s how different teams benefit from inventory-powered reporting: 🔹 𝑹𝒆𝒕𝒂𝒊𝒍𝒆𝒓𝒔 - Combine backroom inventory with shelf data to drive more accurate order - management - Enable store teams to take immediate action on replenishment and shelf stocking - Align shelf KPIs with actual inventory levels for smarter execution 🔹 𝑪𝑷𝑮𝒔 - Identify in-store products that are not yet on shelves and prompt immediate action - Detect out-of-stock SKUs and trigger store-level ordering - Integrate warehouse inventory data to exclude unavailable SKUs from target lists—preventing wasted effort on products not in production or distribution Inventory data is fetched 𝒐𝒏-𝒅𝒆𝒎𝒂𝒏𝒅 or at scheduled intervals, structured into a reusable model, and seamlessly integrated into 𝑲𝑷𝑰 𝒓𝒆𝒑𝒐𝒓𝒕𝒊𝒏𝒈—ensuring insights are always timely and relevant. All insights are accessible via 𝒎𝒐𝒃𝒊𝒍𝒆 𝒂𝒏𝒅 𝒅𝒆𝒔𝒌𝒕𝒐𝒑 platforms, enabling both in-the-moment decisions and deep-dive analysis. #ImageRecognition #RetailTech #CPGInnovation #SmartRetail #InventoryInsights #RetailExecution #ShelfIntelligence #Vispera

How much value is hidden in your disconnected data? At Roshdy Tech, we specialize in Data Integration, bringing together disparate data sources to create a centralized, unified ecosystem for your business. One client in retail struggled with siloed data across their e-commerce, in-store sales, and supply chain. By integrating their systems, we provided them with a 360° view of their operations, enabling smarter inventory decisions and improved customer experiences. Unlock potential from your data chaos. Integration is the key. #DataIntegration #TechSolutions #BusinessIntelligence

🔴 Retail data - but not as you know it. Analysis of consumer data is now, more than ever, the key to getting retail right. ☑️ For too long, retailers have struggled with manual processes and legacy systems that involve cumbersome, time-consuming methods of data interpretation and operations management. Not any more. Your Retail Challenges, Our Smart Solutions 💫 ✅ Optimise results - Unlock actionable insights that drive smarter retail performance. ✅ Plan collaboratively - Connect teams with real-time data for faster, unified decision-making. ✅ Simplify complex tasks - Replace clunky workflows with streamlined, intuitive processes. ✅ Automate mundane tasks - Eliminate repetitive, error-prone manual processes and focus on what really matters 🆕 Our new website explains more succinctly how we can elevate your retail strategy: https://lnkd.in/e8_XjJQb #RetailInnovation #RetailAI #Digitaltransformation #Retailstrategy

Case Study in Retail – Walmart: Walmart revolutionized inventory management by applying predictive analytics that combines sales, weather, and customer behavior data. This allowed Walmart to dynamically adjust stock levels in real time, resulting in reduced excess inventory and fewer stockouts nationwide. The approach led to tangible cost savings and maximized customer satisfaction—demonstrating the power of intelligent data utilization for driving operational efficiency and competitive advantage in retail. Local retailers in Portland are poised to benefit from the transformative impact of data analytics—just like Walmart, but tailored for your scale. With Ivy Seek LLC as a local partner, medium-sized stores can combine sales, inventory, and customer data to unlock smarter decisions and real, measurable improvements. How Ivy Seek LLC delivers results: Harnessing multi-source data—sales trends, customer preferences, even weather—to predict demand and optimize inventory. Cutting inventory carrying costs, reducing excess stock and freeing up working capital. Minimizing stockouts, so more customers find what they want and revenue grows. Anticipating seasonal spikes or local events, enabling efficient product positioning and targeted supply chain responses. These strategies have helped big-box operations, but Ivy Seek LLC brings advanced analytics to the heart of Portland’s retail community—boosting profit margins, driving customer satisfaction, and making your store more resilient in a fast-changing market. Ready to unlock the value hidden in your data? Ivy Seek LLC helps Portland’s independent and mid-sized retailers transform analytics into business results. #RetailPortland #DataAnalytics #IvySeekLLC #InventoryOptimization #CustomerExperience #RetailSuccess #BusinessIntelligence

🛍️ The Future of Retail Is Data-Driven — Here’s Why Retail Data Extraction Matters More Than Ever 📊🚀 In the rapidly evolving retail landscape, staying ahead of customer expectations, competitor moves, and market trends is a constant challenge. This is where Retail Data Extraction becomes a game-changer for businesses of all sizes. 🔍 Why is Retail Data Extraction the Future of Tracking & Monitoring? ✅ Real-Time Price Monitoring Stay competitive by tracking pricing changes across competitors’ websites and marketplaces instantly — enabling dynamic pricing strategies and better profit margins. ✅ Product & Inventory Tracking Gain clear visibility into product availability, new launches, and stock levels across the market to identify gaps or opportunities in your offering. ✅ Customer Sentiment & Reviews Monitoring Extract and analyze customer reviews and ratings across platforms to understand product performance and customer needs, driving data-backed improvements. ✅ Market Trend Analysis Track emerging trends, popular categories, and competitor strategies to pivot your business approach before the market shifts. ✅ Promotional Activity Monitoring Keep an eye on competitor promotions, discount campaigns, and product bundling strategies to design smarter marketing campaigns. 🚀 In the near future, retail data extraction won’t be a competitive advantage — it will be a business necessity. Leveraging real-time, automated data extraction solutions helps businesses stay agile, data-driven, and customer-focused. 💡 The question isn’t if retail data extraction will be key — it’s when you start using it. #RetailData #DataExtraction #MarketIntelligence #CompetitiveAnalysis #RetailTech #BusinessIntelligence #DataDriven #Automation #DigitalTransformation #Innovation