Reducing Pipeline Development: A Metadata-Driven Approach to Data Ingestion

A global CPG leader modernized its data ingestion architecture with a metadata-driven framework built on Databricks Lakeflow Jobs. By replacing fragmented legacy ETL processes, the company reduced pipeline development time by 80%—from 36 hours to just 8—and enabled data teams to onboard new sources in hours instead of weeks. This article explores how MathCo’s metadata-driven approach streamlined data ingestion, enhanced scalability, and empowered enterprise-grade data transformation across manufacturing, supply chain, and sales channels.

Intelligent Operations: How AI Agents Are Driving the Next Industrial Leap

Manufacturers are often held back by manual workflows and disconnected data. Learn how Agentic AI is transforming operations by connecting systems, automating reporting, and empowering teams to make faster, smarter decisions.

The Future of Refineries: How Intelligent Systems Are Transforming Downstream Operations

The downstream Oil and Gas industry is leveraging intelligent systems to transform refineries. From predictive maintenance that prevents costly downtime to real-time supply chain optimization and workforce planning, these technologies create adaptive, self-healing operations. Learn how enterprise-wide AI ecosystems are boosting efficiency, resilience, and enhancing performance.

Beyond Spreadsheets and Dashboards: How Agentic Promo Planning is Reshaping CPG Growth

Traditional CPG promo planning is plagued by siloed dashboards, manual workflows, and slow decision-making, often stretching cycles to 8 weeks. The next step to solve these lies in Agentic promo planning. It automates repetitive tasks, consolidates insights, and enables real-time collaboration, bridging the gap between insight and action. With agents for reporting, alerts, and scenario simulation, enterprises can move from static dashboards to dynamic, insight-driven, and future-fit promo planning.

Always-On MMM: Moving Away from Guesswork to Growth with Smarter Decisions 

Discover how Always-On MMM transforms marketing measurement with real-time insights, automated data pipelines, and GenAI-powered workflows. Learn how leading CPG brands leverage continuous, scalable, and transparent models to optimize spend, track short- and long-term impact, and stay ahead of evolving consumer behavior.

Systemic AI: The Blueprint to Enterprise AI Success

Artificial Intelligence has entered the enterprise mainstream, but most organizations are still stuck in a cycle of isolated pilots, departmental silos, and underwhelming returns. The real challenge? Not the technology itself, but how it is applied.

In our latest white paper, we introduce a new paradigm of Systemic AI, one that moves beyond fragmented tools to create a programmatic approach of enterprise-wide AI implementation driven by purpose and grounded in context.

Knowledge Management in Manufacturing: The Rise of Agentic AI Systems

Manufacturers are turning to Knowledge Graphs to unlock smarter operations. Learn how enterprises are using Knowledge Graphs to uncover hidden insights, automate root cause analysis, and drive faster decisions across the value chain.

Knowledge Graphs: Connecting the Dots in Manufacturing Intelligence

Manufacturers are turning to Knowledge Graphs to unlock smarter operations. Learn how enterprises are using Knowledge Graphs to uncover hidden insights, automate root cause analysis, and drive faster decisions across the value chain.

The Rise of GenBI: Transforming Manufacturing Through Intelligent Insights

GenBI is transforming manufacturing by delivering real-time insights, natural language interactions, and proactive recommendations. Learn how AI-driven intelligence is helping manufacturers boost efficiency, adapt quickly, and lead in a fast-changing world.

Navigating Economic Uncertainty: How Manufacturers Can Thrive in 2025

Economic uncertainty is reshaping manufacturing in 2025. Discover how leading manufacturers are leveraging AI, digital twins, and predictive analytics to boost resilience, cut costs, and drive innovation in a volatile market.