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See demand before it happens with ai-powered retail forecasting and intelligent replenishment insights.
Using a multi-agent demand-sensing architecture, we helped a national retail chain boost forecast accuracy by 27%, materially reduce excess inventory and free millions in working capital. The solution combines real-time POS and inventory feeds, external signals, and orchestrated AI agents to deliver SKUĂ—store forecasts and automated replenishment signals.
+27% accuracy reduces over-ordering and under-stock risk.
Projected A$2.3M per year in excess-stock risk removed through better matching of supply to demand.
Lower safety stock and fewer markdowns free cash for growth.
Fewer stockouts and faster replenishment increase sell-through and customer satisfaction.
Continuous re-forecasting adapts to promotions, weather, events and supplier lead-time variability.
Secure, auditable, and scalable Azure-native deployment with MLOps and governance.
Our solution goes beyond traditional telephony, it enhances the entire customer experience. With ITKnocks’ AI-driven system, you can:
accurate daily/weekly forecasts at the product/store level to drive replenishment
automatically detect promotion effects and local events to adjust forecasts in near real-time.
translate improved demand signals into better supplier orders and allocations.
identify slow movers early to limit markdowns and excess purchases.
align store, DC and online inventories with a single demand picture.
simulate the impact of pricing, promotions and supply constraints on inventory and margin.
Navigating Business Excellence through our Strategic Solutions
Innovation drives success and at ITKnocks, we bring the expertise and technology to help you stay ahead. Whether you’re looking to streamline operations, enhance customer experiences, or implement cutting-edge Microsoft solutions, our team is ready to support your digital journey.
Ready to take your business to the next level? Let’s connect and turn your vision into reality.
