New York, November 10, 2026 / PRNewswire / -- ChapsVision's subsidiary Argonos has today launched a comprehensive AI platform targeting industries such as manufacturing, aerospace, life sciences, energy, and financial services; in these industries, "almost correct" is still not correct.
Argonos indicates that this platform is built upon technology developed by ChapsVision for government intelligence agencies, enabling enterprises to establish AI based on their own knowledge, systems, and policies. This allows engineers, scientists, and AI agents to find and utilize the knowledge that the companies already possess. The platform adds business ontologies, agent orchestration, and governance functions on top of Sinequa enterprise search engines, enabling enterprises to build agents with a solid information foundation, set up protective barriers, and track the behavior of these agents. Argonos states that customer tests have shown a 400% improvement in the quality of AI answers, a 15% reduction in time to market, a decrease in repetitive labor, and the ability to retrieve historical employee knowledge that might otherwise be lost.
According to Argonos, this platform is specifically designed for critical tasks, including those involving engineering, quality, supervision, and compliance teams. It can connect the record systems where these tasks are carried out and establish a semantic layer that maps how products, processes, and decisions are interrelated, for use by both personnel and AI intelligents. The goal is to reduce the time spent on searching and repetitive work, allowing more time to be devoted to solving problems and making evidence-based decisions.
"We created Argonos to enable both humans and AI intelligents to make the most of the knowledge that the company already possesses."Argonos Americas represents the person in charge of innovation, and Jeff Evernham represents..."When people are able to make full use of all the knowledge and expertise within an organization, they can explore new ideas, tackle more difficult problems, and pursue opportunities that were previously unattainable. Argonos provides the same context for AI, so the answers and actions it generates are accurate, reliable, and trustworthy for the most important tasks."
Argonos indicates that the core of the platform is Sinequa, which is capable of providing cross-system corporate knowledge to personnel and AI intelligents in a secure and scalable manner. This includes not only daily documents and shared databases but also professional engineering records, design materials, regulatory documents, and security data hidden within critical business record systems. By connecting this information and their interrelationships, Argonos helps personnel and intelligents to complete key tasks, including accelerating innovation, improving quality, and ensuring compliance.
Regarding customer cases, a case study on Cummins states that Sinequa, under Argonos, can provide engineers with cited answers based on internal product data, engineering standards, and technical history. This deployment provides a concrete example of the knowledge base upon which the enterprise AI relies.
Argonos indicates that, for global enterprises, control over deployment methods is equally crucial. The platform supports any cloud, private cloud, on-premises deployment, and even deployment in physically isolated environments, allowing the knowledge platform to operate within the enterprise's own environment. At the same time, enterprises can choose which model services to connect to. The company claims that this flexibility helps organizations to extend AI to more operational aspects while meeting local requirements and in accordance with different network security regulations and approved technical policies.
"For AI to truly play a role in Cummins, it needs to understand the context of how our company operates."Cummins AI Systems Chief Technical Architect Oliver Scott Beard stated."The intelligent knowledge platform provides such a foundation. Local deployment is an important advantage in network security, enabling global enterprises to better control how to connect their own knowledge to AI and in which scenarios to apply it."
Argonos indicates that the platform combines industry-leading search and retrieval capabilities with agent orchestration, governance, and control, enabling customers to decide what AI can see and what it can do. The platform implements data permission controls for each individual and each agent, sets policies specifying what AI is allowed or not allowed to do, displays agent activities in real-time, retains audit trails to explain each operation, and tracks AI costs and model usage in one place.
"Enterprises need to have the confidence to utilize AI, while also clarifying the boundaries of their permissions,"Argonos Americas General Manager Brian Kirk represents."The current architecture of Argonos enables enterprises to define what personnel and agents can access, what actions agents can perform, and how much they can spend, while also retaining a record of their activities. This level of control provides a practical path for teams to utilize AI for more significant challenges, while still allowing the company to maintain overall control."
Argonos indicates that the company has launched this platform today in North America, the DACH region, Africa, and Asia. The customers include Cummins Inc, Blue Origin Enterprises, and ExxonMobil. The company stated that these customers' businesses cover manufacturing, aerospace, and energy sectors, and in these fields, obtaining corporate knowledge as well as controlling the AI deployment methods is core to operations.
About Argonos
Argonos indicates that the company is a leading operator of the AI platform, trusted by some of the world's most complex and innovative governments and industry organizations for their critical tasks. Argonos helps customers transform data and knowledge into credible intelligence and intelligent agents AI for their most important work. With Argonos, organizations can gain control over their AI technology stack and freely use any models, any infrastructure, as well as existing systems, without being locked in to a single supplier.
Argonos indicates that the company has earned the trust of over 2,000 enterprises and government clients in 40 countries, helping organizations to act more quickly, operate with greater autonomy, and make better decisions at critical moments. For more information, please visit: www.argonos.com.
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