Industrial technology company Emerson has acquired AI software developer Glue Inc. in a move to strengthen its software-defined test and measurement portfolio. The acquisition brings Glue Studio, an AI-powered validation and test planning platform, into Emerson’s NI (National Instruments) ecosystem, extending the capabilities of its domain-specific Nigel™ AI assistant. The deal reflects a broader shift toward AI-enabled engineering workflows, where automation, intelligent validation, and software-defined testing are becoming central to modern product development.
Emerson is deepening its investment in industrial artificial intelligence with the acquisition of Glue Inc., a company specializing in AI-powered validation software for engineering teams. The acquisition enhances Emerson’s strategy to expand software-defined capabilities across its NI Test & Measurement portfolio while reinforcing its focus on AI-assisted engineering productivity.
Although financial terms of the transaction were not disclosed, the acquisition positions Emerson to strengthen its growing portfolio of engineering software following its integration of National Instruments (NI) into its automation business. The addition of Glue Studio extends Emerson’s efforts to embed artificial intelligence deeper into test planning, validation, and verification processes used throughout hardware and electronics development.
At the center of the acquisition is Glue Studio, an AI-enabled software platform designed to automate and simplify validation planning. The platform helps engineering organizations generate test plans, organize validation workflows, improve traceability, and reduce manual effort involved in verifying complex systems.
Validation has become an increasingly critical challenge as products across industries—from automotive and aerospace to semiconductor manufacturing and industrial automation—incorporate more software, embedded intelligence, and connected components. Engineering teams must validate growing numbers of hardware-software interactions while maintaining quality, compliance, and development speed.
By integrating Glue Studio into its Nigel™ AI platform, Emerson aims to streamline these processes through domain-specific artificial intelligence rather than relying on general-purpose generative AI models.
Unlike broad conversational AI assistants, Nigel has been developed specifically for test and measurement workflows. Embedded directly within NI’s engineering software environment, the AI assistant is trained on test system architecture, engineering methodologies, measurement analysis, and validation processes. This specialized training enables it to provide context-aware recommendations throughout product development, helping engineers design tests, interpret measurement data, and optimize validation strategies.
Glue Studio adds another layer to that vision by introducing AI-assisted test generation and planning capabilities that connect validation workflows across engineering teams. The integration is expected to improve traceability from design through verification while reducing repetitive engineering tasks.
The announcement highlights a growing trend in enterprise AI adoption: organizations are increasingly deploying vertical AI built for specific industries instead of relying solely on general-purpose large language models. Domain-specific AI systems can leverage structured engineering knowledge, proprietary datasets, and established workflows to deliver recommendations tailored to technical environments.
This approach aligns with broader developments across the technology sector. Companies including Microsoft, Google, and Amazon continue to expand enterprise AI platforms for software development and automation, while NVIDIA provides the accelerated computing infrastructure that powers increasingly sophisticated AI models. Rather than competing directly with these foundational AI providers, Emerson is applying artificial intelligence within a highly specialized engineering domain where contextual expertise is essential.
The acquisition also reflects the evolution of the digital engineering market, where software-defined development environments are becoming increasingly important. As connected products become more complex, organizations are seeking platforms capable of integrating design, simulation, testing, validation, and analytics into unified workflows supported by artificial intelligence.
According to McKinsey & Company, AI-assisted engineering has the potential to significantly improve productivity across research and product development functions by automating repetitive tasks and accelerating decision-making. Meanwhile, Gartner has identified domain-specific AI applications as an important area of enterprise AI investment, particularly in industries requiring high levels of precision, regulatory compliance, and technical expertise.
For enterprise engineering organizations, Emerson’s acquisition represents more than an expansion of its software portfolio. It signals continued investment in AI tools designed to reduce development bottlenecks, improve validation accuracy, and accelerate product releases without replacing human engineering expertise.
The integration of Glue Studio into the NI ecosystem also reinforces Emerson’s broader software strategy following its acquisition of National Instruments. By combining intelligent automation, engineering analytics, and AI-driven validation into a unified platform, the company is positioning itself to address growing demand for software-centric engineering environments across manufacturing, electronics, automotive, aerospace, and industrial technology sectors.
As engineering teams face increasing pressure to shorten development cycles while maintaining product quality, AI-enabled validation platforms are expected to become a more integral part of modern product development. Emerson’s latest acquisition demonstrates how industrial technology providers are moving beyond automation hardware to deliver intelligent software that augments engineering decision-making throughout the product lifecycle.
Market Landscape
Artificial intelligence is reshaping the test and measurement industry by automating engineering workflows, improving validation accuracy, and accelerating product verification. As software-defined products become more complex, engineering organizations are increasingly adopting AI-powered platforms that integrate design, testing, analytics, and compliance into unified development environments. Competition is expanding beyond traditional instrumentation vendors as companies invest in domain-specific AI capable of delivering context-aware recommendations for highly technical engineering tasks.
Top Insights
- Emerson’s acquisition of Glue Inc. strengthens its software-defined test and measurement strategy by integrating AI-powered validation planning into the NI engineering ecosystem for enterprise customers.
- Glue Studio expands the capabilities of Nigel AI with intelligent test generation, workflow automation, and improved validation traceability, helping engineering teams accelerate product verification.
- The transaction reflects growing enterprise demand for domain-specific AI platforms that enhance engineering decision-making rather than relying solely on general-purpose generative AI models.
- Industries including automotive, aerospace, semiconductor, and industrial manufacturing stand to benefit from AI-assisted validation technologies that reduce development complexity and shorten release cycles.
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