Zymr's cutting-edge expertise in AI-native applications and platform engineering sevices, bolstered by comprehensive lifecycle management and MLOps capabilities, delivered exceptional value to our esteemed clients. Leveraging Azure's robust infrastructure, we crafted an advanced AI solution infused with time series forecasting, data classification, and other ML functionalities, enabling precise predictions of baseline and forecasted sales. Our data science team collaborated closely with the client, comprehending their business goals deeply, and crafting ML models in consultation with key stakeholders. The MLOps team orchestrated a robust data ingestion pipeline, housing raw, feature-engineered, and golden datasets in a secure SQL database. By utilizing classification algorithms, the data was intelligently categorized based on sales volume (e.g., fast-moving, seasonal), while time series algorithms like ARIMA empowered us to build accurate forecasting models. The solution drives improved decision-making, enhanced inventory management, and boosts overall business performance for our valued clients.