Success Stories

Standardizing MLOps at scale for CARIAD

Using the FTI pipeline approach on Databricks, we enabled Volkswagen's software teams to efficiently operationalize machine learning projects at scale.

Transforming Media Analytics with a Unified Data Platform at Zeit Online

Transforming analytics from Excel-based workflows to automated dashboards and enabling advanced insights like engagement scoring across all business levels.

Accelerating Vehicle Data Processing with GitOps at CARIAD

Reducing vehicle data processing deployments from bi-weekly to daily using GitHub Actions, ArgoCD, and Kubernetes.

Revolutionizing Bakery Operations with AI-Driven Demand Forecasting

Bakery chain using 400+ indicators including weather data to implement daily model retraining and direct POS integration to optimize goods distribution across multiple branches.