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. This demo shows a different way: data pulled together automatically, and a structured report drafted 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.
Deployed Agentic Analytics at Haldia Petrochemicals
70+
Critical Transformers Protected
~27 years
Average Asset Age
33 kV and 6.6 kV
Networks Covered
Stop unscheduled outages before they hit your bottom line.
See how governed, Agentic AI turns fragmented oil labs, DGA ratios, and SCADA logs into real-time execution.
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.
Join the live session
Both demos, one 45-minute webcast — with time for your questions at the end.
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
Can’t attend live? Register anyway — we’ll send you the recording.
Disclaimer: Welcome to TCG Digital. In order to provide a more relevant experience for you, we use cookies to enable certain website functionality. Cookies help us see which articles most interest you; allow you to easily share articles on social media; permit us to deliver content based on your interests and location; and provide many other site benefits. For more information, please review our Cookies Policy and Privacy Statement.