Industrial operations are entering a new phase, where control systems not only respond but learn, adapt, and optimize in real time.
August 27, 2026
Agentic AI in Action:
Watch two enterprise Agentic AI demonstrations and see how mcube™ 5.5 turns fragmented data into decisive action across scientific R&D and asset reliability.
Critical experimental knowledge often sits fragmented across ELNs, documents, presentations, spreadsheets, and structured data files — molecular structures, spectra, formulations, or test results. Before a major milestone, researchers still have to reconstruct experiment or formulation workflows and reconcile results manually — time pulled away from the next experiment. The demonstration shows a different approach: bringing fragmented scientific data together and producing a structured, traceable report with minimal manual effort.
Instant ingestion
Text, tables, PDFs, and structured data — molecular files, spectra, or formulation records — pulled directly from ELNs, documents, and presentations.
Connected context
Experiment steps, results, and underlying scientific logic kept in order, automatically.
Automated drafting
A structured, traceable report assembled from that data — pathways, formulations, results, and recommendations included.
02
For Asset & Reliability Teams
Predicting Critical Asset Failure Before It Hits Your Bottom Line
When millions in operating margin hang in the balance, answering questions isn’t enough — you need an operational decision engine to prevent risk.
Stop unscheduled outages before they hit your bottom line. The demonstration shows how governed Agentic AI brings together oil-lab results, DGA ratios and SCADA data to identify emerging risks and support earlier intervention.
Instant Critical Asset Visibility Monitor real-time asset portfolio health over manual unit audits.
Hidden Risk Detection Correlate DGA, oil, furan, and SCADA data to spot compound threats.
Root-Cause Isolation Pinpoint the exact physical factors driving risk scores.
Physics-Grounded Trust Trace insights to raw telemetry and rules like Duval Triangles.
Preemptive Action Resolve anomalies instantly before equipment trips.
Watch the Demonstrations
Keynote Speaker
Debdas Sen
CEO, TCG Digital
Speaker
Andreas Diggelmann
Chief Product Officer, TCG Digital
Ashutosh Ranjan
Head, Data Science Competency, TCG Digital
Panchali Roychoudhury
Senior Director Consulting, TCG Digital
Ishita Sharan
Product Management Leader, TCG Digital
Watch the complete webinar to explore both demonstrations and the enterprise capabilities introduced with mcube™ 5.5.
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