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Velocity to Value

From Data to Decision to Autonomy — Agentic by Design

Accelerating RoI with Contextual and Autonomous Intelligence.

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

Watch the full interview

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
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.

Nov 18, 2025 | 10:00–10:45 AM CST

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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

Spotlight


Case Study
 

HPCL LC-Max® AI Suite Goes Live

View Case Study

Case Study
 

mcube™ Powers ADMA AI Manufacturing

View Case Study

Partnerships
 

TCG Digital Secures UC AI Agreement

View More

Partnerships
 

TCG Digital & Linde Drive AI Autonomy

View More

Partnerships
 

TCG GovCollab Earns FedRAMP® Ready

View More

Platform Launch
 

mcube™ 5.4 AI for Plant & R&D

Webinar Replay

Thought Leadership
 

Explore Agentic AI with mcube™

Download White Paper

Thought Leadership
 

Explore Agentic AI for Airlines

Download White Paper

Thought Leadership
 

Explore mcube™ Semantic Lakehouse

Download White Paper

Thought Leadership
 

Access Resilient KM in Life Sciences

Download White Paper

Thought Leadership
 

Molecule to Market in Life Sciences

Download White Paper

Thought Leadership
 

Debdas Sen, CEO on NDTV Profit Interview

Play Video

Thought Leadership
 

Debdas Sen on AI with Arun Show

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
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100
Clients trust our expertise to power their digital growth
Have any questions? Don’t hesitate to reach out!
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25
Years of experience delivering cutting-edge enterprise solutions.
Trending Insights

Read our Insights

AI enabled Molecule to Market Acceleration

Whitepapers

Scaling Industrial AI: A Strategic Approach to Moving Beyond Pilots

Blogs

The mcube™ Semantic Lakehouse with Integrated Ontology Layer

Whitepapers

Agentic AI in the Enterprise

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.

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Refineries & Petrochemicals

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

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Autonomous Plant

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

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Life Sciences

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

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Retail & CPG

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

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Sports Intelligence Hub

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

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Life Sciences

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

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Insurance

Leveraging advanced analytics to drive smarter investment decisions, enhance risk management, and boost operational efficiency in financial markets.

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Government

Modernizing public services with innovative digital solutions, streamlining processes for greater transparency, efficiency, and citizen engagement.

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Retail & CPG

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

View our impact >

Case Studies

Real results, proven impact

Discover how TCG Digital’s AI-driven solutions are transforming industries with our curated resources. From case studies to whitepapers, explore insights that drive operational efficiency and informed decision-making across sectors. Unlock the full potential of digital transformation with our expert knowledge and cutting-edge innovations.

Optimal Pricing for an International Retailer

Our case study delves into the remarkable transformation brought about by ADMAlyticsTM, an AI-powered platform developed by mcubeTM
Read more

Transforming Plant Reliability with Gen-AI

A Blueprint for Intelligent Operations in Specialty Chemicals
Read more

Live Monitoring & Control of Environmental / Electrical Signals

A government body required supervision of sensitive public spaces using IoT sensors to drive crowd-tracking and other public-sector metrics.

Read more

Optimal Pricing for an International Retailer

A multi-category retailer wanted to identify the “right” price points for each SKU in a given market to better optimize revenue generation and market adoption.

Read more

Live Monitoring & Control of Environmental / Electrical Signals

A government body required supervision of sensitive public spaces using IoT sensors to drive crowd-tracking and other public-sector metrics.

Read more

Analytics-Driven Transformation of Insurance Value Chain

For an F10 insurance player, we developed advanced analytics capability and solutions across the entire value chain to form integrated and unified systems.

Read more
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
"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"
The deployment transformative, noting, “As the country’s first LC-MAX® unit, this deployment positions HPCL at the forefront of technological and operational innovation. By integrating advanced intelligence, we are setting a new benchmark”

Shri Vikas Kaushal, Chairman and Managing Director, HPCL

Take the next steps with us!

Better understand how our enterprise AI solutions can help transform your business and how we have done it for countless businesses before.

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