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NeuralChainX Inc. (CEO Namdo Ok), an AI deep-tech startup, announced that it has widened its AX coverage end to end, from R&D to the shop floor. ‘Corpus AI’, its enterprise knowledge AI, and ‘IFIS Cloud MES’, its cloud manufacturing execution system, join ‘ChipInsight’, its research-planning AI, to complete the product line. Customers can adopt AX one area at a time, as demand arises, and draw on the connections between those areas.

Researchers use ChipInsight to automate the research-planning workflow — monitoring new technology, searching prior art, planning design-arounds; the wider company uses Corpus AI to put scattered enterprise knowledge straight to work; the shop floor uses IFIS Cloud MES to connect equipment and process data to AI-based decision-making. The three share a common technical foundation of the Anneal model, Industrial Ontology and agentic AI, so knowledge built up in research carries through to decisions made in manufacturing.

Manufacturing is where the company is concentrating. IFIS Cloud MES holds equipment signals, work orders and inspection history in a single schema, and an AI agent works from that to trace the cause of a defect and propose a response. Shop-floor staff spend less time establishing cause and more on improving quality. NeuralChainX is extending coverage to physical assets such as equipment and robots, moving from manufacturing AI into physical AI.

On the services side the emphasis is on leaving the operating capability with the customer. Across four stages — diagnosis, pilot, build and rollout — operational ownership moves to the customer's organization, and by the end of the project the customer runs and extends the system on its own.

A free support program runs for small and mid-sized companies that have yet to build a dedicated AI team. It provides global patent, paper and company data along with cloud computing and storage, and the work-automation development that moves repeated specialist tasks onto AI agents is carried out jointly. AI training for employees is provided on an ongoing basis.

“Our goal is to be the partner that works like part of the team, so that small and mid-sized companies short of AI developers and budget can still strengthen their competitiveness through AX,” a NeuralChainX spokesperson said, “and to support our customers in producing results with AI at every step from R&D through to production.”

2026.08 — NeuralChainX Inc. announced it is recruiting AI service and data engineering developers. The company is adding engineering headcount as business expands across both products and professional services.

NeuralChainX is a domain-specialized agentic AI company that analyzes patents, papers, company information and enterprise knowledge to support expert judgment. It develops and operates ChipInsight, which supports R&D planning and IP-R&D in semiconductor, display and AI computing, and Corpus AI, which unifies internal documents for search and analysis. Alongside these it provides AX training and consulting to design a company's AI adoption strategy, and work-automation AI development that moves repetitive expert tasks onto agents.

The successful candidate will own the foundational technology shared across products and services: building back-end APIs for AI services, and designing and operating the pipelines that collect and clean data along with the model-serving environment. The role also covers improving performance based on logs and metrics, and raising operational efficiency through deployment automation.

Applications are open to developers who have completed one of the Yeardream School, KDT or Polytech High-Tech programs, including those at entry level. Candidates should have experience developing in Python and designing and implementing REST APIs, along with data handling in SQL and collaboration in Git. The company said it weighs the willingness to chase a problem to its root cause — and to learn along the way — more heavily than the technology stack.

Candidates may choose permanent or contract employment, and contract roles can convert to permanent. The workplace is 19 Dosan-daero 17-gil, Gangnam-gu, Seoul, with remote work available. On top of base salary the company offers profit sharing tied to project and company performance, meal and commuting allowances and holiday support; after a qualifying period, stock options, tuition support and external training are arranged individually.

Applications open on 5 August 2026 and close at midnight on 11 September. Online CVs go to inquiry@neuralchainx.com, with selection by document screening followed by first and second interviews. A NeuralChainX representative said the role is "a role where you deliver AX alongside domain experts in advanced industry and help companies grow beyond Korea," adding that the company "is waiting for developers with ambition for their careers and an appetite for a challenge."

2026.06 — NeuralChainX Inc. announced it has delivered AI Transformation Strategy consulting for a Korean SME that has twice won the CES Innovation Award.

The customer is an SME in smart factory and manufacturing AI, and undertook the project to advance its existing MES — centred on data collection, processing and analysis — into an AI-agent-based intelligent automation platform.

NeuralChainX analyzed the customer's product architecture, engineering capability and shop-floor processes, then set the technology and product strategy for applying AI agents. From that it laid out a direction beyond the existing MES: a next-generation platform where AI explores and analyzes manufacturing data and supports both execution and decision-making.

NeuralChainX runs practical support programs for SMEs that lack AI specialists and budget. Companies with in-house engineering capability receive the firm's AI know-how and service operations assets free of charge; those without it are helped to adopt and run AI SaaS of the standard used by global enterprises, at a cost they can afford.

A NeuralChainX representative said that "for an SME, AI transformation depends on a realistic execution strategy matched to its engineering capability and budget," adding that the company "will keep helping SMEs adopt AI at lower cost and lower risk, and compete on the back of it."

2026.04 — NeuralChainX Inc. announced it has won the Outstanding Startup award in the semiconductor-industry AI consulting category at the 12th Korea Excellent Company Awards 2026, hosted by Money Today. The ceremony was held at the Korea Press Center in Jung-gu, Seoul on 16 April.

Money Today described NeuralChainX as a deep-tech startup that supports strategic decision-making at semiconductor companies on the basis of global data and AI.

The CEO of NeuralChainX said the company "controls hallucination and time-lag inversion in AI to deliver services reliable enough for companies to actually use."

2026.03 — NeuralChainX Inc. announced it has been certified an innovation-growth venture in recognition of the novelty of its domain-specialized agentic AI technology and its business growth potential.

NeuralChainX is a domain-specialized agentic AI company that analyzes patents, papers, research, company and technical information alongside enterprise knowledge to support expert work. It develops and operates ChipInsight, which supports R&D planning and IP-R&D in semiconductor, display and AI computing, and Corpus AI, which unifies a company's internal documents and knowledge for search and analysis.

It also provides AI Transformation training and consulting to set a company's AI adoption strategy and execution plan, and work-automation AI development that automates repetitive expert tasks with AI agents.

The company continues to invest in its own AI technology. Building on its in-house Anneal model and agentic AI technology, NeuralChainX is advancing AI services specialized to particular industries and tasks, and has recently filed a patent covering a data-processing structure that controls hallucination in generative AI and raises the reliability of its output.

It is also widening support to lower the barrier to AI adoption for SMEs short of AI specialists and budget. Companies with in-house engineering capability receive the AI know-how and service operations assets NeuralChainX has accumulated, free of charge; those unable to build their own are helped to use AI SaaS of global-enterprise standard at a cost they can afford.

A NeuralChainX representative said the certification would be "a point from which to strengthen our domain-specialized agentic AI technology and product competitiveness further," adding that the company "will widen its technology and services so that SMEs held back by limited specialists and budget can still pursue real AI transformation."

2026.03 — NeuralChainX announced partnerships with three global market-research firms, widening the AI intelligence business that supports semiconductor strategy analysis. The agreements are with Business Market Insights, Market Research Future and DataM Intelligence.

ChipInsight collects and consolidates global macroeconomics, supply chain, geopolitical risk, R&D, patents, company information and industry news, and analyzes them against the structure of the semiconductor value chain — technology trends, competitor strategy, market opportunity and risk, each grounded in data.

Users get a daily briefing of the industry's headline indicators and charted technology trends. Setting a technology area or a specific company composes the analysis scope automatically, and the KPI Explorer compares technical competitiveness and industry indicators company by company.

“We apply a data-processing structure that controls generative AI hallucination at the structural level and makes the analysis reproducible,” a NeuralChainX spokesperson said, “so it fits environments where security policy restricts the use of external AI services.”