Vanka Acquires Fluxoid AI, Powering Its Autonomous Company OS with Precision AI

Fluxoid AI Founder Satoshi Kataoka Joins as Technical Co-Founder and Chief Technology Officer

Lisbon, Portugal--(Newsfile Corp. - November 12, 2025) - Vanka Inc., the operating system for autonomous company creation backed by high profile investors including serial entrepreneur Tom Moss, GP Bullhound Founding Partner Per Roman, and former Co-Founder & CEO of Woven by Toyota James Kuffner, today announced its acquisition of Fluxoid AI Inc. a pioneer in precision AI retrieval systems and product-specialized intelligence. As part of the acquisition, Satoshi Kataoka, Co-Founder and CEO of Fluxoid AI, joins Vanka as Technical Co-Founder and CTO. Previously, Satoshi was a Tech Lead in the high profile Google Brain team, part of Google's headquarters, where he was the Co-Proposer of one of Google's renowned moonshot projects, after which he was Head of Machine Learning at Simple Things Inc., founded by Andy Rubin.

A visualization from the cognitive AI system. This is the conceptual fabric of pure, proprietary ontology.

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The acquisition addresses a critical challenge in AI-powered business automation: the need for precision retrieval and domain-specific knowledge that scales across any business type, from aviation to healthcare to defense applications. Fluxoid AI's proprietary cognitive navigation-based multimodal retrieval interface and Product Data AI technology enhances Vanka's ability to generate accurate, context-aware business documentation and enables precise, data-driven decision-making for its customers.

Why This Matters

Vanka helps founders launch businesses in hours or days vs weeks or months, with AI serving as a virtual co-founder. Founders start with an idea, and Vanka generates the entire suite of strategy & execution plans, then handles 98% of operations: from bookkeeping to marketing to customer support. But as AI powered operations scale, precision matters more than ever.

"Beyond simple hallucination, the core issue with LLMs is contextual drift," said Satoshi Kataoka, incoming CTO of Vanka. "It's a persistent anchoring on public data that forces them to conflate 'what it knows' with 'what I'm telling it,' making it impossible to ground them in a company's specific knowledge stack. At Fluxoid AI, we solved this by creating AI that's trained with precision on product data, with fine-grained surgical update capabilities and built-in hallucination countermeasures. This is exactly what Vanka needs to deliver enterprise-grade reliability at an infinite scale."