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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.

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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.

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Spotlight


Case Study
 

HPCL LC-Max® AI Suite Goes Live

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Case Study
 

mcube™ Powers ADMA AI Manufacturing

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Partnerships
 

TCG Digital Secures UC AI Agreement

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Partnerships
 

TCG Digital & Linde Drive AI Autonomy

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Partnerships
 

TCG GovCollab Earns FedRAMP® Ready

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Platform Launch
 

mcube™ 5.4 AI for Plant & R&D

Webinar Replay

Thought Leadership
 

Explore Agentic AI with mcube™

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Thought Leadership
 

Explore Agentic AI for Airlines

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Thought Leadership
 

Explore mcube™ Semantic Lakehouse

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Thought Leadership
 

Access Resilient KM in Life Sciences

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Thought Leadership
 

Molecule to Market in Life Sciences

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Thought Leadership
 

Debdas Sen, CEO on NDTV Profit Interview

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Thought Leadership
 

Debdas Sen on AI with Arun Show

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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.

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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.

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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Clients trust our expertise to power their digital growth
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Years of experience delivering cutting-edge enterprise solutions

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

Trending Insights

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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.

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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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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"

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