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The Pulse of mcube™ January 2026

January 2026 Edition

January 29, 2026
The Pulse of mcube™

Discover What’s New in mcube™

January 2026 Edition

This month, we spotlight the go-live of India’s first LC-MAX® Digital Suite, powered by mcube™, at HPCL’s Visakh Refinery—a key milestone in AI-led downstream refining.

We also invite you to join our upcoming webinar on AI-ready knowledge graphs for pharma and clinical research, followed by a Pro Tip on Custom AI Nodes, illustrating how teams can rapidly extend mcube™ with reusable, enterprise-grade intelligence.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Spotlight: India’s First LC-MAX® Digital Suite Powered by mcube™ Goes Live

Hindustan Petroleum Corporation Limited (HPCL) has successfully commissioned India’s first LC-MAX® residue conversion unit at its Visakh Refinery, supported by an integrated, AI-led intelligence backbone, marking a significant milestone in the evolution of India’s downstream refining sector.

Embedded from the startup phase, the LC-MAX® Digital Suite was fully operational at feed cut-in, enabling production-ready performance from day one. Powered by mcube™, the advanced AI and data platform serves as the secure intelligence backbone, delivering real-time monitoring, predictive analytics, and optimization at scale.

Webinar: Transforming Siloed Data into AI-Ready Knowledge Graphs
January 29 | 10:30 AM EST

Accelerating Pharma R&D and Clinical Timelines with AI-Ready Knowledge Graphs

Pharma organizations generate vast volumes of research and clinical data—much of it fragmented across documents and systems. In this live webinar, learn how knowledge-graph–powered semantic platforms, built on mcube™, transform disconnected data into FAIR, AI-ready intelligence, reducing R&D and clinical timelines by up to 50%.

In the demo, you’ll see how to:

  • Convert research documents into connected, traceable scientific knowledge
  • Unify clinical metadata for analysis-ready, CDISC-compliant insights
  • Navigate cross-study insights across trials, drugs, and biomarkers

Pro Tip: Custom AI Nodes — Extend and Accelerate Intelligence in mcube™

Custom AI Nodes enable teams to extend mcube™ with reusable, business-specific logic that behaves like native capabilities. Build once, reuse across projects—reducing development time while improving quality and consistency.

By creating a shared catalog of high-value components such as ETL steps, feature transformations, and model-scoring routines, organizations can standardize AI development and scale intelligence enterprise-wide.

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Explore more about how our customers have used mcube™ to transform their businesses.
Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube™!