Contact Us
Velocity to Value

From Data to Decision to Autonomy — Agentic by Design

Accelerating RoI with Contextual and Autonomous Intelligence.

NEWS

mcube™ 5.4: Orchestrating the Agentic Enterprise

On March 10th, we launched mcube™ 5.4, the newest evolution of the platform. The release operationalizes Agentic AI inside core enterprise workflows, turning insights and alerts into structured, decision-ready action.

Watch Replay

India’s first and one of the world’s largest LC-Max® Digital Suite powered by mcube™ goes live at HPCL’s Visakh Refinery

The LC-MAX® Digital Suite provides real-time intelligence, predictive analytics, and AI-driven optimization—enabling India’s first LC-MAX® unit at HPCL to operate at peak efficiency from day one.

Read Press Release

Featured on NDTV Profit Velocity to Value in Action

Debdas Sen, CEO – TCG Digital, shares how mcube™ is powering faster business outcomes through Enterprise & Agentic AI.

Watch the full interview

Featured Interview Debdas Sen on the AI with Arun Show

CEO speaks on advanced intelligence that delivers! Discover how mcube™ is redefining sectors — from Oil & Gas and Lifesciences to even Sport!

Watch the full interview

Operationalize Intelligence Across the Enterprise

Leverage a semantic foundation and autonomous AI agents to interpret context, make informed decisions, and act – driving fast RoI realization across complex business environments.

View our AI Platform >

Who We Are

Transformative AI Solutions

AI built for Autonomy

AI built for Autonomy

Our flagship platform mcube™ combines an ontology driven Lakehouse foundation and Agentic AI to deliver context-aware, self-optimizing intelligence — enabling real-time decisions, automation, and scalable impact across the enterprise.

Ontologies + LLMs — Powering Enterprise-Grade Intelligence

Ontologies + LLMs — Powering Enterprise-Grade Intelligence

At the core of mcube™ is the fusion of domain-specific ontologies and LLMs, enabling context-aware, business-aligned reasoning. From life sciences to manufacturing, it powers agentic AI with enterprise relevance.

Increased Margins from Operations

Increased Margins from Operations

25+ years of driving measurable improvements in operational efficiency, driving margin improvements, and enhanced process reliability by embedding AI into core operations—transforming reactive processes into intelligent, self-optimizing systems.

Spotlight

<span class="ntab">Case Study</span>HPCL LC-Max® AI Suite Goes Live

Case StudyHPCL LC-Max® AI Suite Goes Live

India’s first LC-Max® AI Suite at HPCL Visakh boosts RUF reliability, energy efficiency and margins, setting a new refinery benchmark.View Case Study

<span class="ntab">Case Study</span>mcube™ Powers ADMA AI Manufacturing

Case Studymcube™ Powers ADMA AI Manufacturing

ADMAlytics™ on mcube™ turns fragmented biopharma data into predictive yield, margin and throughput gains at industrial scale.View Case Study

<span class="ntab">Partnerships</span>TCG Digital Secures University of California AI Agreement

PartnershipsTCG Digital Secures University of California AI Agreement

TCG Digital wins systemwide Data & AI agreement across 10 UC campuses, 6 medical centers and 3 labs to unify enterprise intelligence.View More

<span class="ntab">Partnerships</span>AOPS™ AIPC by Linde, powered by mcube™ Drives AI Autonomy

PartnershipsAOPS™ AIPC by Linde, powered by mcube™ Drives AI Autonomy

Witness how AOPS™ AIPC by Linde, powered by mcube™, is building autonomous, self-optimizing plants with adaptive, real-time intelligence—driving higher reliability, yield, and efficiency.View More

<span class="ntab">Partnerships</span>TCG GovCollab Earns FedRAMP® Ready Status

PartnershipsTCG GovCollab Earns FedRAMP® Ready Status

TCG’s GovCollab earns FedRAMP® Ready status, enabling secure, compliant hosted Jira and Confluence for Federal agencies.View More

<span class="ntab">Platform Launch</span>mcube™ 5.4 Platform Launch

Platform Launchmcube™ 5.4 Platform Launch

Watch this replay from our latest platform launch edition – how Agentic AI in mcube™ 5.4 is redefining enterprise decision-making by orchestrating intelligent agents —from plant reliability to R&D innovation.Webinar Replay

<span class="ntab">Thought Leadership</span>Explore Agentic AI with mcube™

Thought LeadershipExplore Agentic AI with mcube™

Discover how mcube™ delivers Infrastructure for Intelligence, orchestrating Agentic AI that turns enterprise insight into autonomous action at scale.Download White Paper

<span class="ntab">Thought Leadership</span>Explore Agentic AI for Airlines

Thought LeadershipExplore Agentic AI for Airlines

Discover “The Next Control Tower” to see how Agentic AI for Airline Operations shifts airlines from prediction to autonomous decisioning.Download White Paper

<span class="ntab">Thought Leadership</span>Explore mcube™ Semantic Lakehouse

Thought LeadershipExplore mcube™ Semantic Lakehouse

Discover how mcube™ Semantic Lakehouse embeds ontology to turn siloed data into trusted, AI-ready knowledge with measurable ROI.Download White Paper

<span class="ntab">Thought Leadership</span>Access Resilient KM in Life Sciences

Thought LeadershipAccess Resilient KM in Life Sciences

Learn how knowledge graphs, semantic integration and AI-driven master data enable resilient knowledge management in life sciences.Download White Paper

<span class="ntab">Thought Leadership</span>Accelerating ‘Molecule to Market Continuum’ in Life Sciences

Thought LeadershipAccelerating ‘Molecule to Market Continuum’ in Life Sciences

Instead of juggling separate platforms, mcube™ connects your entire journey across discovery, development, CMC, and manufacturing into a unified intelligence layer. By using advanced agents and deep data connections, it gives you the context you need to get results right the first time! Watch Video

<span class="ntab">Thought Leadership</span>Debdas Sen, CEO, TCG Digital on NDTV Profit Interview

Thought LeadershipDebdas Sen, CEO, TCG Digital on NDTV Profit Interview

In this exclusive NDTV Profit interview, Debdas Sen, explains how mcube™ enables responsible, scalable Agentic AI—moving enterprises from pilots to production with measurable ROI.Play Video

<span class="ntab">Thought Leadership</span>Debdas Sen, CEO TCG Digital on ‘AI with Arun Show’

Thought LeadershipDebdas Sen, CEO TCG Digital on ‘AI with Arun Show’

Listen in to this podcast to understand how mcube™ enables responsible, scalable enterprise AI—delivering real impact across oil, life sciences, and sports through trusted innovation. Play Video

Our Trusted Partners

Why TCG Digital

Industry - Specific AI

Innovate faster with scalable, AI-powered platforms. Transform operations, enhance efficiency, and drive real business impact across industries.

Applied intelligence in action — measurable results across complex environments
View Case Studies
Clients trust our expertise to power their digital growth
Have any questions? Don’t hesitate to reach out!
Contact Us
Years of experience delivering cutting-edge enterprise solutions

A Tech Partner of Choice: Delivering Advanced Intelligence Solutions for Enterprise Growth

Trending Insights

Read our Insights

AI-Powered Conversion Optimization for a Leading EU Downstream Operator

Case Studies

Transforming Plant Reliability with Gen-AI

Case Studies

Performance Digital Twin for leading Integrated Petrochemical Manufacturer

Case Studies

Reshaping the future of biopharmaceutical manufacturing

Whitepapers
Areas of Impact

Who we Serve

We partner with enterprises to solve complex business challenges through intelligent systems — enabling sustained value creation, operational agility, and competitive advantage.

Aviation

Transforming aviation operations with cutting-edge digital solutions, rapidly enhancing safety, efficiency, and sustainability.

View our impact >

Refineries & Petrochemicals

Empowering energy companies with data-driven insights, optimizing exploration, production, and distribution for a future-ready oil & gas industry.

View our impact >

Autonomous Plant

Improving EBIT for your process plants with AI-powered optimization and automation solutions. Top Process Plant Challenges — Straight from the Front Lines.

View our impact >

Life Sciences

Accelerating breakthroughs in healthcare with digital innovation, improving research, patient care, and operational efficiency in life sciences.

View our impact >

Retail & CPG

Revolutionizing retail and CPG with customer-focused digital strategies, delivering personalized experiences and operational excellence at scale.

View our impact >

Sports Intelligence Hub

AI-powered Sports Intelligence redefining performance, scouting, injury prevention, and fan engagement.

View our impact >

Testimonials

Hear what our customers say

Implementing the plasma pooling process, which historically has been a very manual process, has immediately realized efficiencies for the supply chain functions at ADMA. These efficiencies include the reduction of FTE hours required to construct these pools, assurances that the most efficient mix of plasma is used for each product, and a standardization that could not be achieved through manual pool construction.
Robert Brooks
Director of Data Integrity and IT Operations @ ADMA Biologics
"TCG Digltal has been working with us to create this enterprise Data Lake leveraging their end to end AI Platform mcube™ and we have created a Common Data Model that services as a source for our ongoing and future Analytics initiatives...
I am confident on the business value adds that TCG Digital along with their Platform will bring."
"In the course of the last 12+ years of association with UAL, SkyTECH (now TCG Digital) has successfully developed, delivered and maintained various solutions (including middleware) in the area of Airport Operations for deployment across United's various hubs at ORD, LAX, etc."
"The use of the end-to-end AI Platform, mcube™ from TCG Digital has helped immensely in streamlining our varied operations, especially through the creation of our data lake...analysis of the data in real-time has helped in the automation of operations to improve the safety, reliability & operaitonal efficiency of the plant"

Take the next steps with us!

See how our enterprise AI solutions can transform your business—demonstrated across sectors and trusted by countless enterprises.
Contact Us