TCG Digital Launches ‘mcube-Xperiment’ - Domain-Grounded R&D Agent on Google Cloud Marketplace

mcube-Xperiment designs smarter experiments that test variables together, so R&D teams reach reliable answers with fewer runs

SOMERSET, NJ, UNITED STATES, October 28, 2026 /EINPresswire.com/ -- TCG Digital today announced that mcube-Xperiment, its AI agent for experimental design and scientific interpretation, is now available on Google Cloud Marketplace. Built on TCG Digital’s mcube™ agentic AI platform and grounded in scientific context, it designs statistically sound experiments and interprets results faster. mcube-Xperiment also integrates with Google Cloud’s Gemini Enterprise.

Every R&D team asks two questions -
Which experiments should we run, and what do the results tell us? Answering them well usually takes specialist statistical expertise. Without it, teams often test one factor at a time and miss how variables interact. The cost shows up in repeated runs and slower decisions.

mcube-Xperiment supports scientists at both stages:
• AI-Guided Experimental Design - Before the Experiment: scientists describe their objective in natural language. The agent recommends the right experimental design, including alternatives and trade-offs, generates a statistically structured run plan, evaluates the proposed design before execution, and generates an exportable run sheet.
• AI Scientific Interpretation - After the Experiment: the agent identifies the factors that most influenced the outcome, explains the direction and relative importance of their effects, surfaces indicators such as model fit, and answers follow-up questions in natural language.

A Domain-Grounded Agent built on mcube™, not a general-purpose AI assistant -
mcube-Xperiment is built for demanding scientific workflows and grounded in the domain it serves. It’s recommendations draw on ontologies and knowledge graphs that capture scientific context, so its outputs are accurate, explainable and traceable. Multiple specialized sub-agents work together on each stage of the experiment, running within a governed environment with built-in safety checks.

"𝘌𝘯𝘵𝘦𝘳𝘱𝘳𝘪𝘴𝘦 𝘈𝘐 𝘪𝘴 𝘯𝘰𝘸 𝘢𝘯 𝘦𝘤𝘰𝘴𝘺𝘴𝘵𝘦𝘮 𝘱𝘭𝘢𝘺, 𝘸𝘩𝘦𝘳𝘦 𝘭𝘢𝘴𝘵𝘪𝘯𝘨 𝘢𝘥𝘷𝘢𝘯𝘵𝘢𝘨𝘦 𝘤𝘰𝘮𝘦𝘴 𝘧𝘳𝘰𝘮 𝘱𝘢𝘪𝘳𝘪𝘯𝘨 𝘩𝘺𝘱𝘦𝘳𝘴𝘤𝘢𝘭𝘦 𝘪𝘯𝘧𝘳𝘢𝘴𝘵𝘳𝘶𝘤𝘵𝘶𝘳𝘦 𝘸𝘪𝘵𝘩 𝘥𝘦𝘦𝘱 𝘥𝘰𝘮𝘢𝘪𝘯 𝘦𝘹𝘱𝘦𝘳𝘵𝘪𝘴𝘦. 𝘖𝘶𝘳 𝘱𝘢𝘳𝘵𝘯𝘦𝘳𝘴𝘩𝘪𝘱 𝘸𝘪𝘵𝘩 𝘎𝘰𝘰𝘨𝘭𝘦 𝘊𝘭𝘰𝘶𝘥 𝘳𝘦𝘧𝘭𝘦𝘤𝘵𝘴 𝘦𝘹𝘢𝘤𝘵𝘭𝘺 𝘵𝘩𝘢𝘵. 𝘮𝘤𝘶𝘣𝘦-𝘟𝘱𝘦𝘳𝘪𝘮𝘦𝘯𝘵 𝘪𝘴 𝘦𝘯𝘨𝘪𝘯𝘦𝘦𝘳𝘦𝘥 𝘧𝘰𝘳 𝘵𝘩𝘦 𝘳𝘪𝘨𝘰𝘶𝘳 𝘰𝘧 𝘴𝘤𝘪𝘦𝘯𝘵𝘪𝘧𝘪𝘤 𝘸𝘰𝘳𝘬 𝘢𝘯𝘥 𝘮𝘢𝘬𝘪𝘯𝘨 𝘪𝘵 𝘢𝘷𝘢𝘪𝘭𝘢𝘣𝘭𝘦 𝘰𝘯 𝘎𝘰𝘰𝘨𝘭𝘦 𝘊𝘭𝘰𝘶𝘥 𝘔𝘢𝘳𝘬𝘦𝘵𝘱𝘭𝘢𝘤𝘦 𝘱𝘶𝘵𝘴 𝘵𝘩𝘢𝘵 𝘤𝘢𝘱𝘢𝘣𝘪𝘭𝘪𝘵𝘺 𝘸𝘪𝘵𝘩𝘪𝘯 𝘳𝘦𝘢𝘤𝘩 𝘰𝘧 𝘙&𝘋 𝘵𝘦𝘢𝘮𝘴 𝘸𝘰𝘳𝘭𝘥𝘸𝘪𝘥𝘦. 𝘛𝘩𝘪𝘴 𝘪𝘴 𝘵𝘩𝘦 𝘧𝘪𝘳𝘴𝘵 𝘰𝘧 𝘮𝘢𝘯𝘺 𝘴𝘶𝘤𝘩 𝘢𝘨𝘦𝘯𝘵𝘴 𝘵𝘰 𝘤𝘰𝘮𝘦, 𝘢𝘴 𝘱𝘢𝘳𝘵 𝘰𝘧 𝘵𝘩𝘪𝘴 𝘱𝘢𝘳𝘵𝘯𝘦𝘳𝘴𝘩𝘪𝘱" - Debdas Sen, CEO, TCG Digital

“𝘉𝘳𝘪𝘯𝘨𝘪𝘯𝘨 𝘛𝘊𝘎 𝘋𝘪𝘨𝘪𝘵𝘢𝘭 𝘵𝘰 𝘎𝘰𝘰𝘨𝘭𝘦 𝘊𝘭𝘰𝘶𝘥 𝘔𝘢𝘳𝘬𝘦𝘵𝘱𝘭𝘢𝘤𝘦 𝘸𝘪𝘭𝘭 𝘩𝘦𝘭𝘱 𝘤𝘶𝘴𝘵𝘰𝘮𝘦𝘳𝘴 𝘲𝘶𝘪𝘤𝘬𝘭𝘺 𝘥𝘦𝘱𝘭𝘰𝘺 𝘢𝘯𝘥 𝘮𝘢𝘯𝘢𝘨𝘦 𝘮𝘤𝘶𝘣𝘦-𝘟𝘱𝘦𝘳𝘪𝘮𝘦𝘯𝘵 𝘰𝘯 𝘎𝘰𝘰𝘨𝘭𝘦 𝘊𝘭𝘰𝘶𝘥'𝘴 𝘵𝘳𝘶𝘴𝘵𝘦𝘥, 𝘨𝘭𝘰𝘣𝘢𝘭 𝘪𝘯𝘧𝘳𝘢𝘴𝘵𝘳𝘶𝘤𝘵𝘶𝘳𝘦," said Dai Vu, Managing Director, Marketplace & ISV GTM Programs at Google Cloud. “𝘛𝘊𝘎 𝘋𝘪𝘨𝘪𝘵𝘢𝘭 𝘤𝘢𝘯 𝘯𝘰𝘸 𝘴𝘦𝘤𝘶𝘳𝘦𝘭𝘺 𝘴𝘤𝘢𝘭𝘦 𝘢𝘯𝘥 𝘴𝘶𝘱𝘱𝘰𝘳𝘵 𝘤𝘶𝘴𝘵𝘰𝘮𝘦𝘳𝘴 𝘶𝘴𝘪𝘯𝘨 𝘪𝘵𝘴 𝘈𝘐 𝘢𝘨𝘦𝘯𝘵 𝘧𝘰𝘳 𝘦𝘹𝘱𝘦𝘳𝘪𝘮𝘦𝘯𝘵𝘢𝘭 𝘥𝘦𝘴𝘪𝘨𝘯 𝘢𝘯𝘥 𝘴𝘤𝘪𝘦𝘯𝘵𝘪𝘧𝘪𝘤 𝘪𝘯𝘵𝘦𝘳𝘱𝘳𝘦𝘵𝘢𝘵𝘪𝘰𝘯.”

Tested with real R&D users -
mcube-Xperiment is being tested with the R&D team at Lummus Technology, a global leader in process technology, to evaluate its usability and effectiveness in real research settings.

“𝘛𝘩𝘦 𝘣𝘳𝘦𝘢𝘬𝘵𝘩𝘳𝘰𝘶𝘨𝘩 𝘵𝘦𝘤𝘩𝘯𝘰𝘭𝘰𝘨𝘪𝘦𝘴 𝘸𝘦 𝘣𝘳𝘪𝘯𝘨 𝘵𝘰 𝘮𝘢𝘳𝘬𝘦𝘵 𝘣𝘦𝘨𝘪𝘯 𝘸𝘪𝘵𝘩 𝘵𝘩𝘦 𝘦𝘹𝘱𝘦𝘳𝘵𝘪𝘴𝘦 𝘢𝘯𝘥 𝘤𝘳𝘦𝘢𝘵𝘪𝘷𝘪𝘵𝘺 𝘰𝘧 𝘰𝘶𝘳 𝘴𝘤𝘪𝘦𝘯𝘵𝘪𝘴𝘵𝘴 𝘢𝘯𝘥 𝘦𝘯𝘨𝘪𝘯𝘦𝘦𝘳𝘴 𝘸𝘩𝘰 𝘴𝘰𝘭𝘷𝘦 𝘴𝘰𝘮𝘦 𝘰𝘧 𝘵𝘩𝘦 𝘮𝘰𝘴𝘵 𝘤𝘰𝘮𝘱𝘭𝘦𝘹 𝘵𝘦𝘤𝘩𝘯𝘪𝘤𝘢𝘭 𝘤𝘩𝘢𝘭𝘭𝘦𝘯𝘨𝘦𝘴 𝘦𝘷𝘦𝘳𝘺 𝘥𝘢𝘺. 𝘛𝘰𝘰𝘭𝘴 𝘭𝘪𝘬𝘦 𝘮𝘤𝘶𝘣𝘦-𝘟𝘱𝘦𝘳𝘪𝘮𝘦𝘯𝘵 𝘩𝘢𝘷𝘦 𝘵𝘩𝘦 𝘱𝘰𝘵𝘦𝘯𝘵𝘪𝘢𝘭 𝘵𝘰 𝘢𝘤𝘤𝘦𝘭𝘦𝘳𝘢𝘵𝘦 𝘵𝘩𝘦 𝘱𝘢𝘵𝘩 𝘧𝘳𝘰𝘮 𝘦𝘹𝘱𝘦𝘳𝘪𝘮𝘦𝘯𝘵𝘢𝘭 𝘥𝘦𝘴𝘪𝘨𝘯 𝘵𝘰 𝘢𝘤𝘵𝘪𝘰𝘯𝘢𝘣𝘭𝘦 𝘪𝘯𝘴𝘪𝘨𝘩𝘵, 𝘦𝘯𝘢𝘣𝘭𝘪𝘯𝘨 𝘰𝘶𝘳 𝘵𝘦𝘢𝘮𝘴 𝘵𝘰 𝘥𝘦𝘥𝘪𝘤𝘢𝘵𝘦 𝘮𝘰𝘳𝘦 𝘵𝘪𝘮𝘦 𝘵𝘰 𝘥𝘦𝘷𝘦𝘭𝘰𝘱𝘪𝘯𝘨 𝘢𝘯𝘥 𝘤𝘰𝘮𝘮𝘦𝘳𝘤𝘪𝘢𝘭𝘪𝘻𝘪𝘯𝘨 𝘵𝘩𝘦 𝘯𝘦𝘹𝘵 𝘨𝘦𝘯𝘦𝘳𝘢𝘵𝘪𝘰𝘯 𝘰𝘧 𝘪𝘯𝘥𝘶𝘴𝘵𝘳𝘪𝘢𝘭 𝘵𝘦𝘤𝘩𝘯𝘰𝘭𝘰𝘨𝘪𝘦𝘴.” - Ujjal Mukherjee, Chief Technology Officer, Lummus Technology

Available now on Google Cloud Marketplace -
TCG Digital is a Select Google Cloud Technology Partner. Organizations can find mcube-Xperiment on Google Cloud Marketplace [https://console.cloud.google.com/marketplace/product/tcgdigital/mcube-agent]. Eligible customers may also qualify for Google Cloud-supported workshops and pilots to help them get started.

Armaan Hatwal, Director - Strategy and New Ventures
TCG Digital
armaan.hatwal@tcgdigital.com
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