Podcast AI with Arun
Debdas Sen, CEO, TCG Digital on AI with Arun Show
In this in-depth discussion, he explains how TCG Digital’s enterprise AI platform, mcube™, moves organizations beyond pilots to measurable business impact. From optimizing refinery yield and accelerating drug discovery to enhancing talent intelligence in sports, the platform enables trusted, secure, and scalable AI adoption in mission-critical environments.
The conversation addresses the hardest enterprise AI challenges—data safety, hallucination risk, reliability, and legacy integration—while outlining TCG Digital’s long-term vision of building an “Infrastructure for Intelligence” that powers billion-dollar decisions with contextual precision.
AI with Arun Show – Key Insights
Key themes explored in the episode include:
mcube™ Architecture – A modular, end-to-end enterprise AI platform designed for
‘velocity to value’
Real-World Transformation – AI-driven gains across refining operations, life sciences R&D, aviation, and sports analytics
Generative AI Done Right – Deploying trusted, hallucination-resistant systems for
enterprise environments
Knowledge Graphs & Ontologies – Embedding domain context to enhance safety, reasoning, and explainability
Human–AI Collaboration – Moving from decision support to intelligent,
accountable agents
Legacy Integration – Seamlessly embedding AI within complex enterprise technology stacks
Infrastructure for Intelligence – Designing smarter plants, accelerating therapies, and delivering performance excellence
Emerging Technologies – Blockchain, Federated AI, Quantum Computing, and their enterprise relevance
Leadership & Talent – Building AI-ready organizations with empathy, curiosity, and
long-term vision