Newsletter Archives - TCG Digital

The Pulse of mcube™ November 2025

tcgdigitalstg — Mon, 01 Dec 2025 14:08:09 +0000

The Pulse of mcube

Discover What’s New in mcube

November 2025 Edition

This month, spotlight is on a webinar recently conducted in collaboration with our partner Linde Engineering. The session walked through how Linde’s AI Plant Control, powered by mcube, helps plants learn, adapt, and optimize on their own in real time—going a step beyond traditional automation.

We’ve also included an interesting whitepaper on “Agentic AI for Airline Operations” followed by a useful Pro Tip on “Custom Bucket Ordering” to help you get more out of your dashboards.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Spotlight: Webinar Replay: Optimizing yield and Reducing OPEX with AI-Plant Control

The webinar featuring Linde Engineering showcased how AI-based Plant Control (AIPC), powered by mcube, is advancing industrial operations beyond traditional automation/MPC. Insights from actual plant deployments highlighted measurable improvements in yield and OPEX, and critical success factors for scaling AI-based control toward autonomous, self-optimizing plants.

Whitepaper: The Next Control Tower: Agentic AI for Airline Operations

mcube is redefining airline operations by moving beyond predictive AI to agentic AI—autonomous, real-time decision-making that acts on insights across disruptions, crew management, passenger connections, and maintenance. From auto-rebooking high-value passengers to dynamically adjusting crew rosters and optimizing turnaround, mcube enables airlines respond faster, reduce costs, and enhance passenger experience. With a structured, phased approach, agentic AI augments human judgment, builds operational resilience, and unlocks scalable efficiency across the airline ecosystem.

Pro Tip: BI - Custom Bucket Ordering

Enhance your analysis with the freedom to order data your way. This feature provides greater flexibility in how users organize and interpret their visualizations. While metrics and buckets can be defined as usual, users can now choose a separate field to determine the order in which buckets are displayed. This means the sorting criteria is not limited to the selected metrics, allowing for more nuanced analysis.

For instance, when analyzing sales performance by region (bucket) with total revenue as the metric, users can opt to order the regions based on customer satisfaction score. This helps reveal patterns that go beyond traditional sorting—such as identifying regions with strong customer satisfaction but moderate revenue, or vice versa—enabling more comprehensive, data-driven insights.

Watch the demo clip to see it in action

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ November 2025 appeared first on TCG Digital.

The Pulse of mcube™ October 2025

tcgdigitalstg — Fri, 31 Oct 2025 15:45:28 +0000

The Pulse of mcube

Discover What’s New in mcube

October 2025 Edition

This month, the spotlight is on an interesting impact report showcasing how mcube is driving measurable value for the biopharma industry through AI-driven process optimization, improved compliance, and enhanced operational visibility.

Also featured in this edition is a short video on the Aviation AI Hub, powered by mcube, redefining airline intelligence through Agentic AI applications and domain driven ontologies.

This is followed by a pro-tip on seamless data transformation automatically structuring your datasets for immediate use.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Spotlight: Total Economic Impact of mcube in BioPharma Industry

Discover the measurable value mcube brings to biopharma. This report reveals how a mid-sized composite enterprise saved nearly $35M-$40M annually through reduced batch failures, agentic AI-driven process optimization, improved compliance, and manpower efficiencies.

Download the Impact Report to know more

Aviation AI Hub powered by mcube: Ready to deploy Agentic applications across crew, baggage, IROPS, flight ops, MRO, and passenger services

The Aviation AI Hub, powered by mcube, is redefining how airlines operate—unifying data across crew, baggage, IROPS, flight ops, MRO, and passenger services to create a single, intelligent operational brain.

With aviation-specific ontologies and agentic AI, the Hub understands data, reasons in real time, and acts intelligently. Seamlessly integrating with existing systems, it predicts disruptions, automates recovery, improves efficiency, and scales effortlessly for both full-service and low-cost carriers.

Pro Tip: Seamless Data Transformation, Minus the Duplicates

mcube takes the complexity out of data preparation. Its intelligent data processing capability allows you to upload any structured dataset — even with duplicate or inconsistent entries — and automatically convert it into a clean, AI/analytics-ready format. By intelligently combining selected columns into dynamic headers and applying real-time data transposition and deduplication, mcube delivers a perfectly structured dataset that’s instantly usable across your models, dashboards, or workflows — accelerating time to insight and reducing manual effort.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ October 2025 appeared first on TCG Digital.

The Pulse of mcube™ September 2025

tcgdigitalstg — Fri, 26 Sep 2025 06:49:15 +0000

The Pulse of mcube

Discover What’s New in mcube

September 2025 Edition

Impact Stories: Agentic AI in mcube 5.3

This month, the spotlight is on the launch of mcube 5.3, showcasing its advanced Agentic AI capabilities that can transform operations across industries. In the sections that follow, we take a closer look at a few select agentic workflow demonstrations from the virtual launch, highlighting semi- and fully autonomous workflows that integrate specialized AI models, multi-agent orchestration, and domain-specific ontologies to accelerate innovation, optimize processes, and enhance decision-making.

Also featured in this edition is a compelling case study showcasing how a leading global biopharma company accelerated its R&D and drug discovery journey with mcube.

This is followed by a pro-tip on “Quick Switch Navigation” that lets you access any project or workflow instantly, streamlining your workflow and boosting productivity.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Case Study: Transforming Pharma R&D/Drug Discovery with mcube-powered solutions

A leading global biopharma company, with a legacy of over a century in healthcare, set out to transform its R&D by digitizing critical workflows in pharmacokinetics, genotyping, and gene expression analysis. By adopting mcube as the data & AI platform the company streamlined complex processes, reduced errors, ensured compliance, and realized significant cost savings. The transformation accelerated the company’s delivery of life-saving therapies and reinforced its commitment to global health.

Read the case study to know more.

Spotlight: mcube 5.3 Semi and Fully Autonomous Agentic Applications

Agentic AI in Petrochemicals: Accelerating Hydrocracker Catalyst R&D

The semi-autonomous agentic AI workflow of mcube 5.3, accelerates hydrocracker catalyst R&D by integrating specialized agents: a DOE (Design of Experiments) agent, Catalyst LLM (CataLLM), semantic agent, and predictive AI. Catallm introduces AI-driven hypothesis generation and catalyst optimization for hydrocracking. By combining AI-assisted component selection with user-generated hypotheses, it predicts optimum combinations of components to maximize yield and selectivity. With fine-tuned domain models and recursive prompting, Catallm AI accelerates innovation, reduces experimentation costs, enhances process reliability, and drives profitability—delivering a scalable, sustainable solution for next-generation catalyst design and industrial efficiency.

To know more, watch the demo video

Agentic AI in Insurance: Smart Motor Claims Processing

mcube enables a network of multi-agent systems that automate motor insurance claims processing end-to-end, delivering faster settlements. Built using A2A (Agent-to-Agent) frameworks and ADK (Agent Development Kit), all agents are orchestrated by a Workflow Agent to automate the process sequentially. Domain-specific ontologies enhance agent performance. A Document Ingestion Agent gathers policy and claim documents, while an Image & Damage Assessment Agent evaluates severity and generates repair estimates. In parallel, Fraud Detection and Policy Validation Agents flag anomalies using behavioral and historical data, streamlining processing, improving efficiency, and accelerating settlements.

To know more, watch the demo video

Pro Tip: Quick Switch Navigation

Experience effortless navigation and enhanced productivity within mcube AI application with our enhanced breadcrumb functionality. Simply hover over the ‘Project’ or ‘Workflow’ elements in the top navigation bar to instantly reveal a dropdown list of all your available items. This allows you to jump directly to any destination with a single click, eliminating unnecessary steps and simplifying your journey through the platform. By significantly reducing clicks and putting your entire portfolio at your fingertips, this intuitive feature streamlines your workflow and gets you where you need to go, faster.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ September 2025 appeared first on TCG Digital.

The Pulse of mcube™ August 2025

tcgdigitalstg — Fri, 29 Aug 2025 12:41:55 +0000

The Pulse of mcube

Discover What’s New in mcube

August 2025 Edition

Impact Stories: Agentic AI in mcube™ 5.3

The countdown is on—September 24, 2025, will see the launch of mcube 5.3, with Agentic AI at the core, redefining enterprise intelligence and transformation.

Highlights of this release include:

Demonstration of mcube Agents in Action

Discover what’s new in 5.3 with Agents powered by A2A framework, Agent Development Kits, knowledge graph–driven intelligence, and seamless LLM integration

Agents Fast-Tracking Catalyst Formulation, Shrinking R&D Cycles:

mcube™ Agents use decades of experimental data, lab notes, and literature to generate hypotheses and pre-screen compounds—cutting R&D timelines by months.

Democratizing Agentic AI

mcube™ puts AI in your hands with intuitive frameworks like A2A, customizable nodes, and easy-to-use Agent Development Kits—enabling business users to build, deploy, and scale their own agents.

Delta Lake Evolution

Transforming how enterprises harness Lakehouse, Delta Lake, or any data architecture, with knowledge graphs serving as guardrails to deliver trusted, auditable, and context-rich insights without disrupting existing investments.

Interactive Q&A with Experts

Get your top questions answered live by our product leaders.

Mark your calendars for an immersive experience as mcube™ 5.3 takes enterprise AI to the next level

As we gear up for the launch of mcube 5.3 on September 24, I’d like to share a short video where I talk about the evolution of Agentic AI in mcube. This journey-from building strong foundations with ontologies and knowledge graphs to enabling intelligent agents that collaborate, adapt, and deliver outcomes—has been central to shaping what’s next. I invite you to watch this preview ahead of the launch. It sets the stage for what we’ll unveil at the webinar

Also featured in this edition is a pro-tip on mcube ezeXtend’s “clone with logic” feature, a productivity booster that enables rapid application development by duplicating interface elements with their functional connections.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Pro Tip: Clone with logic with mcube ezeXtend

Imagine the copy-paste feature in mcube ezeXtend as a master key for rapid application development. This isn’t just a simple shortcut; it’s a productivity game-changer that allows you to clone entire interface elements and their deep, functional connections to data sources. By instantly duplicating components with their linked APIs, you bypass the tedious, manual work of recreating a feature from scratch on every new screen. This powerful capability ensures a seamless, consistent user experience across your application while slashing development time, allowing you to build and innovate at an accelerated pace.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ August 2025 appeared first on TCG Digital.

The Pulse of mcube™ July 2025

tcgdigitalstg — Thu, 31 Jul 2025 12:09:39 +0000

The Pulse of mcube

Discover What’s New in mcube

July 2025 Edition

An Oil & Gas / Downstream Think Tank on mcube : Intelligence, Strategy, and the Future of Profitable Operations

This month’s edition highlights the exclusive conference by Lummus Digital (a TCG Digital & Lummus Technology joint venture) “Infrastructure for Intelligence: Leveraging Gen-AI, LLMs, and Ontologies to Drive Profitability in Indian Oil & Gas,” held on 28 July 2025, Delhi. The event brought together senior policymakers, Oil & Gas PSUs, and process industry leaders to explore how AI/ML is transforming operational performance and decision-making.

Also featured in this edition is a whitepaper on how Agentic AI enables autonomous enterprise operations through coordinated multi-agent systems and integrated intelligence.

This is followed by a pro-tip on how centralizing design elements in mcube ezeXtend’s App Settings accelerates application development and ensures cohesive, brand-aligned user experiences.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Conference Spotlight : Infrastructure for Intelligence in Indian Oil & Gas on the foundation of mcube

The exclusive conference by Lummus Digital (a TCG Digital & Lummus Technology joint venture): “Infrastructure for Intelligence: Leveraging Gen-AI, LLMs, and Ontologies to Drive Profitability in Indian Oil & Gas,” was held on 28 July 2025 at The Oberoi, Delhi.

The conference brought together senior leadership from Indian Oil Corporation Limited (IOCL), Bharat Petroleum Corporation Limited (BPCL), Hindustan Petroleum Corporation Limited (HPCL), Centre for High Technology (CHT), Engineers India Limited (EIL), Haldia Petrochemicals Limited, and Reliance Industries to explore how Gen-AI and ontology-driven intelligence are reshaping the future of the Indian oil & gas sector.

Opening sessions by the chairpersons of IOCL, BPCL, and HPCL set the tone for an engaging evening focused on accelerating digital adoption. A special highlight was the Chairman’s Panel chaired by Shri Tarun Kapoor, Advisor, The Hon’ble Prime Minister’s Office, which offered a forward-looking view on AI’s role in shaping the sector’s future.

A spotlight session on mcube showcased how AI/ML-powered solutions are advancing enterprise intelligence—enhancing reliability, streamlining processes, and boosting supply chain efficiency across the oil & gas value chain.

White Paper: Agentic AI in the Enterprise: Infrastructure for Intelligence using mcube by TCG Digital

Agentic AI is transforming enterprise operations by enabling intelligent agents to analyze data and autonomously execute complex tasks. Built on a master–sub-agent framework, it allows seamless coordination across specialized functions like querying data, generating insights, and automating workflows. mcube powers this with LLM’s Knowledge Graphs, Ontologies, and Hybrid RAG for accurate, context-aware output. Key components like the Agent Development Kit (ADK), Agent-to-Agent Protocol (A2A), and Model Context Protocol (MCP) support rapid deployment and secure integration. Real-world applications include automated data creation, regulatory compliance, faster R&D, and improved plant reliability, turning enterprise intelligence into real-time, autonomous action.

Read the whitepaper to know more.

Pro Tip: Accelerate Application Development with Centralized Visual Cohesion: mcube ezeXtend's App Settings

The App Settings feature in mcube ezeXtend is a powerful feature marketing differentiator that directly addresses common pain points in application development; it leverages the platform’s low-code capabilities to deliver visual consistency and accelerated time-to-value. App Settings allow organizations to establish and enforce a unified visual style across all their analytical and data capture applications with unprecedented efficiency. This eliminates the need for redundant, element-by-element design modifications, ensuring rapid deployment of professional, on-brand interfaces. Available in the ellipses option of ezeXtend, this feature centralizes styling parameters such as colour palettes, font families, component spacing, and border treatments. By setting these attributes at a global level, all elements within a screen automatically inherit these defined styles. This adheres to design system principles, ensuring consistency. It transforms the design process from a granular, time-consuming task into a centralized, agile, and visually cohesive operation.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ July 2025 appeared first on TCG Digital.

The Pulse of mcube™ June 2025

tcgdigitalstg — Wed, 04 Jun 2025 08:03:22 +0000

The Pulse of mcube

Discover What’s New in mcube

June 2025 Edition

AI-Powered Football Intelligence — mcube at the DFB-Pokal Finals 2025

In this special edition on mcube in sports, we look at how it’s changing the game—literally—by redefining football through data-driven intelligence and predictive precision.

The DFB-Pokal Final 2025 on 25th May in Berlin became a live showcase of AI’s impact on football. mcube demonstrated how smart data can predict outcomes with precision—ushering in a new era of AI-Powered Football Intelligence.

Coming up, a detailed case study showcasing how mcube redefined the DFB-Pokal Final 2025, along with expert insights into the transformative role of AI in modern football. This is followed by a focused Pro-Tip on Inter-App Communication, highlighting how SemantX is enabling seamless and intelligent system integration.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Case Study: From Predicting the Champion to Powering the Game: How mcube transformed the DFB-Pokal Final 2025 into a showcase of AI excellence

At the heart of the 2025 DFB-Pokal Final, we took on a bold challenge: Could AI do more than just report the game? Could it predict, curate, narrate, and distribute it in real time, across borders and languages? mcube’s AI-Powered Matchday Framework forecasted a 3–2 win for VfB Stuttgart over Arminia Bielefeld (vs. actual 4–2 result) with 76.43% confidence, drawing on a model trained on 10+ years of data. Additionally, mcube localized content in 11 languages, curated key moments every 10 minutes using sentiment and gameplay analysis, and automated delivery across TV, OTT, and social media—showing AI can drive the full lifecycle of a live sporting event.

DFB, The German Football Association and TCG Digital bring AI to football

“There’s a great intersection between professional sports and technology,” says Kay Dammholz, Director, DFB GmbH & Co, on partnering with TCG Digital and its AI platform mcube. From player scouting with neuroscience and data to automated commentary and match reports, AI is helping “make the sport itself better.”

DFB shared feeds from the DFB-Pokal Final and Women’s Bundesliga matches, with TCG Digital managing flawless delivery and integration. “All the stats, revenue sharing, and sponsorship—everything tech can offer—we’re testing together,” Kay adds.

Watch the full video here

Brain2Kick : How Neuro-AI Is Revolutionizing Sports Intelligence with mcube

“The brain drives every on-field decision,” says Dr. Angela Bauch, Director of Product Management, TCG Digital, highlighting how mcube-Nicara is embedding neuroscience into the core of sports intelligence.

“With mcube-Nicara, we can map brain’s connectivity, apply AI to imaging data, and benchmark young talent against elite athletes,” she explains. These insights help predict performance, assess injury risk, and uncover undervalued players— “adding the missing dimension to modern sports intelligence.”

By integrating brain, physical, and psychological metrics on one unified platform, mcube is revolutionizing how teams scout, train, and optimize for peak performance.

Watch the full video here

Pro Tip: Inter-app communication enabled by SemantX

One of the standout features of mcube is the seamless integration of semantic data across applications through powerful APIs enabled by SemantX. These APIs unlock the true potential of interconnected intelligence—allowing data modelled semantically to flow effortlessly between applications. Whether it’s driving ML and Gen-AI models with enriched context or powering custom-built apps and visualizations, this capability transforms complex use cases into streamlined solutions. With this cross-application synergy, you can build smarter, faster, and more scalable innovations—backed by the strength of a unified semantic backbone. For instance, in the field of sports intelligence, this integrated system is being used to retrieve data from diverse sources (e.g., athlete performance, medical records, training data) to reveal hidden relationships and enable data-driven decision-making for optimizing performance, injury prevention, and strategic planning.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ June 2025 appeared first on TCG Digital.

The Pulse of mcube™ May 2025

tcgdigitalstg — Sun, 04 May 2025 08:11:35 +0000

The Pulse of mcube

Discover What’s New in mcube

May 2025 Edition

AI Agents and Ontologies in Lab Innovation

This month marked a major milestone with CTEC 2025, where mcube took center stage – the focus was clear: we’re moving beyond traditional machine learning toward Agentic AI—where intelligent systems understand context, infer intent, and act autonomously on diverse data.

Whether it’s ingesting lab notes in biotech R&D or coordinating real-time responses in manufacturing environments, mcube AI agents are already delivering impact—decoding complexity, predicting outcomes, and enabling decisions that are explainable and traceable.

In this issue, we recap our CTEC spotlight sessions on Agentic applications, and introduce a powerful feature in MorpheX that gives ETL developers real-time control over data flows.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Spotlight: AI Agents for the Lab: Powered by Ontologies and Generative AI

Agentic AI isn’t aspirational—it’s already operational with mcube. Across sectors, from labs to factory floors, specialized AI agents interpret, connect, and act on diverse data. mcube fuses generative AI with deterministic knowledge graphs to power decisions that are accurate, explainable, and traceable. In R&D, agents parse everything from structured records to handwritten notes, updating systems or aligning protocols with regulations. While in manufacturing, our agents integrate live sensor feeds, historical logs, and SOPs to predict issues, prescribe actions, and coordinate real-time response. This is AI that works—with insight, context, and accountability.

Watch the video from our session at CTEC 2025 to see how mcube is powering Agentic AI applications for Labs on the foundation of Ontologies and Generative AI

Industry Insights: Gen-AI for Master Data Creation in LIMS

Reimagine Master Data with AI-Driven Precision

Creating and maintaining master data has traditionally been a slow, error-prone process—but not anymore. With mcube, AI transforms how organizations handle structured and unstructured inputs. Using multimodal LLMs and GenAI, mcube auto-extracts, categorizes, and validates key data—be it products, instruments, or methods—before seamlessly uploading it into your information systems. The result? Up to 10x faster data onboarding, 98% rework reduction, and full traceability. Whether in labs, manufacturing, or enterprise ops, this is MDM that scales with intelligence.

Watch this demonstration.

Pro Tip: Empowering ETL Developers with Dynamic Resource Allocation in MorpheX

One of the standout features of the MorpheX application is its intuitive resource allotment configuration panel, accessible directly from the front end. This powerful capability empowers ETL developers to optimize performance and cost-efficiency by scaling resources up or down based on workload demands, without needing backend intervention.

Whether you’re running lightweight transformations or executing heavy-duty data pipelines, MorpheX allows you to allocate CPU and memory resources on-the-fly to suit the processing intensity. This dynamic resource control ensures that ETL jobs are executed efficiently, reducing processing time during peak loads and conserving infrastructure during lighter workloads.

The front-end configurability not only enhances usability but also eliminates operational bottlenecks, enabling teams to be agile, autonomous, and performance focused. In an era where flexibility and responsiveness define success, MorpheX puts the power back in the hands of developers.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ May 2025 appeared first on TCG Digital.

The Pulse of mcube™ April 2025

tcgdigitalstg — Mon, 07 Apr 2025 05:30:31 +0000

The Pulse of mcube^TM

Discover What’s New in mcube^TM

Apr 2025 Edition

Set the Stage for Autonomous Intelligence with mcube 5.2

This month was all about the launch of mcube 5.2—a bold step forward in enabling autonomous intelligence for enterprises. Streamed live on LinkedIn, the event showcased how the latest release will power decision intelligence, operational autonomy, and domain-contextual AI across the enterprise. The advanced AI orchestration layer of mcube 5.2 enables systems to reason, adapt, and act autonomously. From semantic modeling to seamless data integration, enterprises like Linde are driving real outcomes through intelligent automation.

The discussion was around key capabilities that are set to shape the future of intelligent operations and scale AI-driven impact with greater confidence.

Here’s a quick snapshot of what we covered:

Agentic AI
Autonomous Plants
Ontologies & Semantics
Cloud-Native Data Integration

In the sections that follow, we’ll take a closer look at each of the capabilities discussed during the launch.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Spotlight: Key Capabilities of mcube 5.2

Enabling Linde’s Autonomous Plants, Driving EBIT Growth

Global tariffs, volatile input costs, and shifting demand dynamics are squeezing margins, putting intense pressure on process manufacturers to deliver stronger EBIT. It’s no longer just about driving efficiency—it’s about creating self-optimizing operations. Linde is driving the shift toward autonomous, self-optimizing operations with real-time, AI-enabled closed-loop automation—powered by mcube 5.2 from TCG Digital.

This intelligent system empowers plants to self-optimize—continuously adapting and aligning operations to maximize EBIT.

Advanced Agentic AI: Multi-Agent Collaboration, Goal-Driven Workflows, Strong Compliance

mcube 5.2 advances Agentic AI with plug-and-play, LLM integration, enhanced AI orchestration for multi-agent collaboration, and context-aware decision-making using ontologies. Within mcube, AI agents take on specialized roles—some retrieve and analyze data, others generate insights or execute actions. These agents collaborate dynamically, adapting their decisions in real time based on evolving data and business context.

mcube enables flexible, goal-driven workflows, where multiple models handle specific tasks like anomaly detection or report generation. Strong governance and compliance features ensure that these intelligent agent workflows remain secure, transparent, and enterprise-ready.

Ontologies and Semantics for Intelligent, Adaptive Workflows

mcube 5.2 leverages advanced semantic technologies—because it’s how we go from standard automation to truly intelligent, adaptive workflows that drive real business value. This ensures explainable, auditable decisions—critical for regulated industries—and provides transparency, scalability, and flexibility, adapting seamlessly to new data, compliance rules, and evolving business needs.

Cloud-Native Data Integration for Accurate, Low-Latency, Adaptive AI

mcube 5.2 seamlessly integrates data, contextualization, and AI to enhance enterprise AI capabilities. Its cloud-native architecture supports no-code data engineering, real-time event data integration, and scalable resource management. This ensures AI agents receive accurate, low-latency data to make autonomous decisions and adapt to changing conditions.

Pro Tip: Enhancing Data Governance with Granular Access Control

mcube offers precise data-level authorization, enabling organizations to go beyond basic roles and implement highly granular control over data access at the dataset level. This includes the ability to define column-level security by selecting which fields are visible and row-level security by setting conditions to filter data. By implementing these fine-grained controls, organizations can ensure that different teams and users have a customized and secure view of the data they need, fostering secure collaboration and maintaining data privacy. This advanced approach allows for tailoring data access to specific requirements, enhancing overall data governance.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ April 2025 appeared first on TCG Digital.

The Pulse of mcube™ March 2025

tcgdigitalstg — Fri, 07 Mar 2025 04:32:13 +0000

The Pulse of mcube^TM

Discover What’s New in mcube^TM

Mar 2025 Edition

mcube 5.2 Sets the Stage for Autonomous Intelligence

We are gearing up for the launch of mcube 5.2, which will take intelligent decision-making to the next level.

With Agentic AI at its core, mcube 5.2 introduces an advanced intelligence layer that doesn’t just respond—but reasons, predicts, and acts with autonomy. Built for the future of enterprise transformation, V5.2 also brings semantic modeling and a next-gen data integration engine designed to leverage the full potential of your expanding data ecosystem.

Want to see mcube 5.2 in action?

In the section below, you’ll find details of our upcoming fireside chat (virtual) and live demo on April 16th—where we bring the promise of Agentic AI to life. Reserve your spot today.

Andreas Diggelmann
Chief Product Officer, TCG Digital

Spotlight: What to Expect at the Fireside Chat

Join us for a live walkthrough of mcube 5.2, where we’ll showcase how Agentic AI, Semantic Modeling, and a powerful new Data Integration engine are reshaping industries.

From early anomaly detection in manufacturing to transforming real-time football analytics, see how V5.2 is delivering measurable impact—across sectors, at scale.

Partner Collaboration: TCG Digital and DFB Unveil a Global Sports Intelligence Initiative!

TCG Digital and the Deutscher Fußball-Bund (DFB – the German Football Association) have joined forces to create a Co-Innovation lab. This initiative is now global, with its journey beginning in India. To mark this milestone, DFB, TCG Digital, FC Ingolstadt 04, and TSG Hoffenheim came together for an exclusive press conference at the Constitution Club, New Delhi on 20th March.

Powered by mcube, the lab brings advanced capabilities that enables immersive fan experience and data-driven talent scouting.

Watch the clip below to see how sports intelligence is changing the game.

Pro Tip: Saved Searches in BI

Did you know you can significantly enhance your dashboard efficiency and focus by leveraging Saved Searches? This feature allows you to pre-define specific filters and column selections for a dataset, creating a reusable view that you can easily add to multiple dashboards or use to customize widgets. Instead of repeatedly applying the same set of filters or selecting the same columns every time you want to analyze a particular aspect of your data, you can create a Saved Search once and then use it as a streamlined data source.

Resources & Support

Explore more about how our customers have used mcube to transform their businesses.

Visit our Resource Center
tcgmcube.news@tcgdigital.com for assistance.

Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

The post The Pulse of mcube™ March 2025 appeared first on TCG Digital.

The Pulse of mcube™ February 2025

tcgdigitalstg — Tue, 04 Feb 2025 08:01:49 +0000

The Pulse of mcube

Discover What’s New in mcube^TM

Feb 2025 Edition

TCG Digital joins forces with Linde Engineering to offer AI based self-learning optimization and automation solutions for the process industry!

For this month, I would like to share a bit about our collaboration with Linde Engineering, a milestone that marks a new era for process industries. Combining mcube‘s Data & advanced AI capabilities and Linde’s deep expertise in process automation, we’re paving the way for autonomous plant operations.

Together, we aim to deliver AI based self-learning optimization and automation for process plants, to enable production sites move towards autonomous operations. With mcube for AI enabled real-time optimization and Linde Engineering’s proprietary AI Plant Control platform, process plants can continuously determine the most profitable production mode and automatically transition to the optimal mode.

Read more about the partnership here: TCG Digital joins forces with Linde Engineering

Our next leap forward!

Just months after the launch of mcube 5.1, we’re back with 5.2—goes live on LinkedIn this March 27. This release takes Agentic AI to the next level, leveraging semantics, and mastering the data avalanche. Be sure to join us!

Andreas Diggelmann
Chief Product Officer, TCG Digital

New Feature Spotlight: Predictive Intelligence for your plants with ReliableAI

The ReliableAI demonstration showcases its capability in anomaly incident prediction and corrective measures to mitigate potential failures. Leveraging an agentic framework, it combines supervised and unsupervised models, with an LLM analyzing alert criticality and correlating alerts with operational thresholds. Focused on a specific plant section, it covers High-Pressure (HP) and Differential Pressure (DP) systems, identifying anomalies such as productivity loss, financial loss, opportunity loss, downtime, recurring failures, and repair costs. Its mitigation options include licenser recommendations and OEM recommendations, providing controlled measures to help operators take proactive actions, minimize impact, and prevent failures.

Customer Success Story: ePOD for Smarter Logistics: The Haldia Petrochemicals Story

Haldia Petrochemicals (HPL), one of the largest integrated petrochemical manufacturers, implemented the Electronic Proof of Delivery (ePOD), built on mcube, to enhance logistics and supply chain management. The solution provides near real-time tracking, automates delivery documentation, and ensures secure blockchain transactions. With ePOD, HPL’s customers can electronically confirm receipt, transporters can submit freight bills, and consignees can report issues directly through the application.

Pro Tip: Get your reports when you need them, not before!

Instead of having reports delivered on a set schedule, wouldn’t it be better if they came right after something important happens, like a data update? You can do just that by setting up your reports to trigger after a specific ETL (Extract, Transform, Load) job completion. This way, you’re always getting the most up-to-date information, exactly when you need it. Learn more about mcube‘s data integration capabilities.

Resources & Support

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Stay tuned for next month’s edition where we explore more powerful features and customer stories. Until then, keep leveraging the power of AI with mcube!

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