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Profet AI Launches “Domain Twin Co-Lab” and Partners with NTUT College of Management to Cultivate AI Talent

Profet AI Launches “Domain Twin Co-Lab” and Partners with NTUT College of Management to Cultivate AI Talent

Profet AI today held a memorandum of understanding signing ceremony with the College of Management at National Taipei University of Technology (NTUT), marking the launch of its first university-focused donation initiative, the Profet AI Domain Twin Co-Lab. As part of the collaboration, Profet AI will donate its Domain Twin platform as a key resource for teaching and research, with the goal of helping students engage earlier with the next wave of AI applications and build practical capabilities in human-AI collaboration, workflow understanding, and application design. The partnership will also cover industrial AI applications, academic research, talent development, and broader industry-academia collaboration.

Left: Max Chen, Chief R&D Officer of Profet AI;
Right: Morris Fan, Dean of the College of Management at National Taipei University of Technology

This is also Profet AI’s first donation initiative specifically designed for universities. As AI continues to evolve from content generation to task execution, the capabilities expected of future talent are also changing. It is no longer enough to simply know how to use AI tools. Students increasingly need to understand how AI can truly enter workflows, connect with knowledge and systems, and generate action in real-world scenarios. For Profet AI, this collaboration is not just about bringing a platform into the classroom. It is about bringing the mindset and capabilities required for the next generation of AI applications into teaching and research at an earlier stage.

Profet AI’s Domain Twin platform brings together both AutoML and Agentic AI capabilities. Unlike many AI tools that remain focused on question answering, search, or isolated assistance, Domain Twin is designed to move AI from “answering questions” to “executing tasks.” It supports AI agents, workflows, automation, and tool integration, enabling AI to better align with real workplace needs. At the same time, the platform incorporates governance and security mechanisms to address enterprise requirements for control, accountability, and manageability when deploying Agentic AI.

This collaboration also builds on an existing foundation between the two sides. Professor Morris Fan, Dean of the College of Management at NTUT and a long-time advisor to Profet AI, has previously collaborated with the company through coursework that combined Profet AI’s AutoML capabilities with real industrial case studies. These efforts gave students exposure not only to AI tools themselves, but also to how AI can be applied to real business problems and industry settings. This latest collaboration extends that foundation further into Agentic AI applications, advancing the relationship from course-based exchange to a broader and more structured framework for academic collaboration and talent cultivation.

“AI is rapidly evolving from generative content creation to Agentic AI that can understand, reason, and take action.” Said Fan., “The value of this collaboration is not simply that students gain access to a new tool. More importantly, they gain an earlier understanding of how AI will truly enter workflows, knowledge environments, and decision-making contexts in the future. We hope this partnership will help students build stronger interdisciplinary integration and practical skills, while also creating more meaningful connections between academia and industry.”

“We have always believed that the most competitive talent of the future will not simply be those who know how to use AI, but those who know how to make AI work together with knowledge, tools, and systems to drive real action inside workflows. By donating Domain Twin, we hope students can understand earlier that the next generation of AI is not just a chatbot, but a working partner that can help execute tasks, move processes forward, and support decision-making. This is not only the starting point of Profet AI’s first university donation initiative, but also the beginning of a broader model we hope to extend to more campuses in the future as we work with academia to cultivate talent that is better aligned with the next stage of Agentic AI.” Mentioned Max Chen, Co-founder and Chief R&D Officer of Profet AI.

For Profet AI, the collaboration with NTUT’s College of Management marks an important step in advancing industry-academia engagement and talent development. It also serves as a starting point for future campus partnerships. Looking ahead, Profet AI aims to expand Domain Twin and its AI capability development model to more universities, deepen academic collaboration and industry connection, and help more young talent not only learn how to use AI, but also understand how AI can truly enter industrial and workplace settings.

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Profet AI and PSTC Academy Partner to Build Cross-Border AI Talent Pipeline and Advance AI-Driven Data Center Operations

Profet AI and PSTC Academy Partner to Build Cross-Border AI Talent Pipeline and Advance AI-Driven Data Center Operations

[TAIPEI / BANGKOK, April 23, 2026] — Profet AI, a Taiwan-headquartered AI software company focused on manufacturing, today announced a strategic collaboration with PSTC Academy to jointly advance AI talent development and AI-powered data center innovation across Taiwan and Southeast Asia. The collaboration will bring together Profet AI’s domain twin capabilities with PSTC Academy’s training, certification, and digital infrastructure expertise to create more practical pathways from learning to deployment. PSTC Academy publicly positions itself around data center, cloud, and AI training and consulting, with a regional footprint across Thailand and several APAC markets.

Left, Poramet Ruangnoo, Group CEO & Co-Founder of PSTC Academy; Right, Mark Chen, Special Assistant to CEO of Profet AI

[Image: Left,  Poramet Ruangnoo, Group CEO & Co-Founder, PSTC Academy.; Right, Mark Chen, Special Assistant to CEO, Profet AI.

The collaboration will center on two key areas. The first is academic and certification development. Both parties plan to work toward a cross-border AI certification model that connects hands-on training with internationally recognized certification pathways, helping students and early-stage talent move more directly from software proficiency to job-ready validation. As part of this effort, Profet AI will provide practical training on AI tools and workflows, while PSTC Academy will contribute certification-oriented frameworks and standards to support the joint development of applied AI courses for manufacturing and enterprise use cases.

The second area is AI-enabled data center operations. By combining Profet AI’s domain twin with PSTC Academy’s data center domain expertise, the collaboration is expected to explore practical AIOps use cases such as predictive maintenance for UPS, cooling systems, and generators, as well as real-time anomaly detection across infrastructure, network traffic, and power consumption. The goal is to help data center operators improve uptime, operational visibility, and service stability.

The collaboration will also explore an AI-as-a-Service model for colocation and infrastructure customers. This may include AI-ready environments that allow customers to access pre-integrated AI tools within PSTC-managed infrastructure, as well as subscription-based access to AI capabilities through local service models. For industrial customers with stricter data governance requirements, the two sides also plan to support localized model training within secure data center environments, helping enterprises keep sensitive operational data within tightly controlled infrastructure.

“AI adoption now needs to go beyond experimentation. What enterprises increasingly need is a practical path that connects talent development, operational deployment, and scalable infrastructure,” said Jerry Huang, CEO of Profet AI. “Through this collaboration with PSTC Academy, we hope to help build a more execution-ready ecosystem, from university and professional training to real-world AI applications in data center and enterprise environments.”

“PSTC Academy has long focused on building digital infrastructure capability across the region,” said Poramet Ruangnoo, Group CEO & Co-Founder of PSTC Academy. “By working with Profet AI, we see an opportunity to connect certification, applied AI training, and infrastructure operations more closely, and to support both workforce development and next-generation data center services.”

As AI moves deeper into industrial and enterprise operations, the ability to pair practical talent development with trusted deployment environments is becoming increasingly important. Profet AI and PSTC Academy believe this collaboration can help accelerate that shift by linking applied learning, certification pathways, and infrastructure-ready AI adoption in a more structured and scalable way.

About Profet AI

Profet AI is an AI software company focused on manufacturing. Its Domain Twin platform, powered by AutoML, AI Studio, and AILM, helps enterprises preserve, scale, and replicate frontline know-how as an enterprise AI brain where knowledge never retires. Serving manufacturers across Asia, Profet AI enables smarter, more scalable operations from a single production line to multi-site, cross-border manufacturing.

About PSTC Academy

PSTC Academy is a Thailand-based training and consulting institution focused on data center, cloud, and AI infrastructure. Founded in 2022, the organization provides professional training, certification-related programs, and consulting services for digital infrastructure development across multiple APAC markets.

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Zentera Systems and Profet AI Partner to Deliver Zero Trust Security for Agentic AI in Manufacturing​

Zentera Systems and Profet AI Partner to Deliver Zero Trust Security for Agentic AI in Manufacturing

Partnership pairs Profet AI's trusted Domain Twin™ platform with Zentera's Ensage™ AI to protect AI agents operating in sensitive production environments

Zentera Systems and Profet AI today announced a go-to-market partnership to secure agentic AI deployments in manufacturing environments. Under the partnership, Zentera’s Ensage AI platform will provide Zero Trust security in the compute and network layers for Profet AI’s Domain Twin™ platform, which is used by more than 300 manufacturers across the semiconductor, electronics, PCB, EMS, and advanced materials industries. The companies will demonstrate the integrated solution at RSA Conference 2026, North Hall, Booth #4618, March 23–26.

Profet AI has established itself as Asia-Pacific’s leading no-code AutoML software for manufacturing. Its Domain Twin™ platform enables manufacturers to digitize the tacit expertise of veteran engineers – process tuning, quality assessment, parameter optimization – into reusable AI models that can be replicated across production lines, factories, and global operations. Customers include major brands in the EMS, semiconductor OSAT, IC design, display panel, and materials sectors. As Profet AI expands its platform’s agentic AI capabilities through AI Studio, its enterprise-grade agent collaboration environment, securing the connections between AI agents, production data, and enterprise resources has become a critical priority.

“AI agents can deliver tremendous value in manufacturing, but security cannot be an afterthought,” said Jerry Huang, CEO of Profet AI,  “Our customers trust Domain Twin with their most valuable competitive asset — decades of accumulated production expertise. Partnering with Zentera gives us infrastructure-level Zero Trust protection that ensures this knowledge stays secure as our platform’s agentic capabilities scale.”

Closing the Security Gap for Manufacturing AI Agents

As manufacturers deploy AI agents across production systems, predictive maintenance platforms, and data analytics workflows, these agents create new machine-to-machine paths between AI runtimes, databases, MCP servers, and external LLMs. Traditional security tools lack visibility into these connections and cannot enforce granular access controls at the computing and infrastructure level.

Ensage AI extends Zentera’s Zero Trust Architecture to address security blind spots created by agentic AI — including unauthorized access, shadow AI, privilege escalation, IP spoofing, man-in-the-middle attacks, and uncontrolled data movement between AI systems and enterprise resources in the enterprise compute and network environments.

“Profet AI is solving one of manufacturing’s most critical challenges — preserving and scaling the irreplaceable expertise that drives competitive advantage,” said Dr. Jaushin Lee, CEO of Zentera Systems. “As that knowledge becomes embedded in AI agents that actively interact with production systems, securing those agent pathways at the network layer is essential. This partnership ensures manufacturers can scale agentic AI while meeting corporate governance, risk, and compliance requirements with confidence.”

Infrastructure-Level Zero Trust for Agentic AI

Ensage AI monitors and controls agentic behavior across three enforcement planes:

  • Inbound Controls – Authenticate and authorize who can access and operate AI runtimes
  • Outbound Controls – Govern which LLMs, tools, and domains agents can reach
  • Internal Controls – Restrict agent access to sensitive enterprise and operational resources

The platform provides complete visibility into agent-to-resource traffic, enforces policy-based access controls, prevents unauthorized data leaks, and creates audit trails from the network layer for compliance and governance. Unlike cloud-routed SASE models, Ensage AI operates on-premises or in hybrid environments – critical for manufacturing and industrial operations where latency, data sovereignty, and operational resilience are paramount.

Live Demonstration at RSA Conference

At RSA Conference 2026, the companies will demonstrate Ensage AI protecting Profet AI’s agentic platform in a live workflow scenario. The demonstration will showcase how Zero Trust Architecture secures MCP queries, agent-to-resource communications, and access to sensitive manufacturing data — all while maintaining the performance and flexibility AI applications require.

RSA Conference attendees are invited to visit Booth #N4618 to see the demonstration and discuss secure agentic AI deployment strategies with engineers from both companies.

About Zentera

Zentera Systems is the Zero Trust security company that protects what moves across enterprise networks – whether it is a user, a workload, or an AI agent. The company’s solutions deploy as an overlay on top of any infrastructure – IT, OT, cloud, or hybrid – to enforce Zero Trust security without re-architecting the network. With the launch of Ensage AI, Zentera now extends this same foundation to secure the autonomous AI agents operating inside enterprise environments. Zentera is headquartered in Silicon Valley and trusted by Global 2000 enterprises across semiconductor, financial services, healthcare, and public sector.

About Profet AI

Profet AI is a Taiwan-headquartered AI software company focused on manufacturing. Its Domain Twin™ platform—powered by AutoML (Machine Learning), AI Studio (Agentic AI), and AILM (AI governance and lifecycle management), helps enterprises preserve, scale, and replicate frontline know-how as an enterprise AI brain where knowledge never retires.

Serving over 300 manufacturers across Asia across industries such as electronics, semiconductors, PCB, IC design, display panels, and advanced materials, Profet AI enables smarter, more scalable, asset-light operations from a single production line to multi-plant, cross-border manufacturing.

Zentera, Ensage, and CoIP are trademarks of Zentera Systems, Inc., in the United States and other countries. All other trademarks cited here are the properties of their respective owners.

Contact Us to Learn More

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Profet AI Launches ‘Domain Twin’ AI Platform to Secure Critical Manufacturing Technologies and Strengthen Global Supply Chains

Profet AI, a Taiwan-based artificial intelligence company, today announced the launch of Domain Twin, an AI-powered solution designed to help manufacturers protect critical technologies, optimize supply chains and enhance global competitiveness. The launch comes amid a period of rapid transformation in the global semiconductor industry, underscored by TSMC’s recent announcement of a $100 billion investment in Arizona to build fabrication plants. As companies accelerate international expansion, they face growing challenges, including technology transfer, supply chain restructuring and rising operational costs. Profet AI’s Domain Twin aims to help manufacturers navigate these shifts while maintaining operational efficiency and safeguarding intellectual property.

“With increasing globalization and the restructuring of supply chains, companies must find ways to secure their competitive advantages while ensuring long-term sustainability,” said Jerry Huang, co-founder and CEO of Profet AI. “The ‘Domain Twin’ AI platform empowers manufacturers by digitizing domain expertise, facilitating knowledge transfer, and driving AI adoption across industries.”

Addressing Industry Challenges with AI-Powered Solutions

The manufacturing industry faces growing concerns over technology migration, supply chain disruptions, and rising operational costs. Profet AI’s ‘Domain Twin’ solution directly addresses these challenges:

  • Preventing Technology Leakage: Ensures that critical research, production, and quality control data remain within the company.
  • Optimizing Supply Chains: AI-driven analytics provide real-time market insights, enabling better inventory management and production planning.
  • Enhancing Global Competitiveness: AI-powered automation and no-code tools allow businesses to scale operations efficiently.

The platform is designed to empower 80% of a company’s core workforce by equipping them with AI capabilities, transforming them into next-generation AI-enabled professionals. Through AutoML (Automated Machine Learning) and AILM (AI Lifecycle Management), employees can build predictive models and accelerate AI deployment without extensive technical knowledge.

Rapid Deployment with No-Code AI Technology

Unlike traditional digital twin systems that require extensive customization, ‘Domain Twin’ utilizes a No-Code AI platform for fast implementation. This approach reduces deployment time and allows manufacturers and supply chain partners to adapt quickly to evolving market demands.

“By integrating AI across operations, companies can make more informed decisions, reduce dependency on specific markets, and create a more resilient global supply chain,” Huang added.

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