A new solution addresses manual retail audit and compliance issues with real-time in-store insights, shelf analytics, and trade promotion optimization. It improves on-shelf availability, increases sales, reduces audit time, and enhances compliance, with proven impacts like 2-5% lift in same-store sales and significant time/cost savings. To overcome the challenges in manual retail audits, ensuring planogram compliance, and resolving pricing inconsistencies, a new solution provides real-time in-store execution insights, shelf analytics, and trade promotion optimization. This leads to increased on-shelf availability, improved sales, reduced audit time, and enhanced compliance. The tangible impacts include a 2-5% lift in same-store sales, over 25 million minutes saved in store audits, and more than $10 million in trade payouts impacted, demonstrating significant improvements in retail operational efficiency.