Digital Lifescapes

Artificial intelligence tools for product design have largely been sold to engineering leaders as a productivity story: faster renders, quicker iterations, fewer manual CAD operations. According to the latest market study by ABI Research, the market for artificial intelligence in product design is set to grow from $628 million in 2025 to $4.3 billion by 2035; that's a 21.3 percent compound annual growth rate. The trajectory reflects a market moving past assistive tools and into a phase where AI becomes structurally embedded in how products get engineered, simulated, and validated. For executives overseeing engineering, product development, and R&D organizations, this is no longer a tooling decision. It is a competitive positioning decision, and the window to shape it is narrower than most roadmaps assume. The Ten-Year Growth Outlook Mechanical product design and simulation is the AI beachhead within manufacturing. A full 62 percent of manufacturers are already running AI projec...

Surging memory costs are about to reshape the economics of the global personal computer (PC) and mobile smartphone markets, and not in subtle ways. I see this as more than a cyclical component spike; it is a structural stress test for hardware vendor business models, channel strategies, and digital transformation roadmaps. When DRAM and NAND become the scarce fuel of an AI‑driven world, every assumption about price bands, refresh cycles, and good-enough devices comes under pressure. Device Memory Market Development Gartner now expects soaring memory costs to drive worldwide PC shipments down 10.4 percent and smartphone shipments down 8.4 percent in 2026 versus 2025 – that's the steepest contraction in device shipments in over a decade. This is not about weak demand for compute; it is about a single component class overwhelming the bill of materials and forcing difficult trade‑offs. The key number: combined DRAM and SSD prices are forecast to surge by about 130 percent by the end of...

Embodied AI is shifting industrial robotics from precise to perceptive — from rigid automation to adaptive execution in messy, variable production environments. For manufacturers and logistics providers, this isn't just a technology upgrade; it's a structural change in how work gets organized and business value gets created. Industrial robots have long excelled in static workflows: automotive assembly, fixed production lines, repetitive tasks. Where variability or human interaction arose, they stalled or required prohibitive engineering. Embodied AI Market Development Embodied AI changes this by closing the "sim-to-real" gap. According to the latest worldwide market study by ABI Research, AI-augmented robots have reached genuine adaptive automation with tangible ROI for early adopters. The shift rests on robust algorithms — particularly Dynamic Policy Adjustment and robotics foundation models — that learn and adapt in real time rather than following hard-coded rules. ...

For decades, industrial automation has followed a predictable, programmed path. Robots have excelled at repetitive, high-speed tasks within structured, static environments. However, the next leap in business technology hinges on moving past this paradigm. The integration of Artificial Intelligence (AI) into physical systems, often termed "Embodied AI" or "Physical AI," is not just an incremental improvement; it represents a fundamental shift that is finally delivering on the decades-old promise of truly adaptive, intelligent automation. Embodied AI Market Development ABI Research recently underscored the criticality of this pivot, confirming that AI-augmented industrial and collaborative robots have achieved the necessary technological maturity for widespread commercial adoption. This moment marks the successful closing of the persistent "sim-to-real" gap, where promising algorithms in a virtual environment failed to cope with the unpredictable nature of t...

The industrial sector is on the eve of a wireless transformation, driven by an urgent demand for greater network capacity, reliability, and deterministic performance. Historically, manufacturers and mission-critical operations have relied on wired networks — favoring their predictability — because spectrum congestion in legacy 2.4GHz and 5GHz bands limited confidence in wireless for operational technology (OT) environments. However, with the introduction and rapid adoption of the 6GHz spectrum, compounded by significant advances in Wi-Fi standards, industrial facilities are now poised to embrace wireless LANs as the backbone for automation and digital innovation. Industrial WLAN Market Development Recent research from ABI Research forecasts that over 70 percent of industrial-grade wireless LAN access points (WLAN APs) shipped in 2030 will support the 6GHz band. This is a leap from 2 percent in 2023, highlighting a rapid and profound technological shift. The market for ruggedized indust...

Artificial Intelligence (AI) has evolved from a futuristic concept to a cornerstone of global economic transformation. According to the latest IDC market study, investments in AI solutions and services will reach a cumulative global impact of $22.3 trillion by 2030. This growth underscores AI's influence across industries, reshaping business models, enhancing operational efficiency, and driving innovation at unprecedented scales. The Rise of AI as an Economic Driver AI has become an integral part of mainstream business growth strategies. In 2025 alone, IDC predicts that AI investments will contribute significantly to global GDP growth, with organizations leveraging AI to optimize processes, personalize customer experiences, and drive data-driven decision-making. Generative AI (GenAI), in particular, is expected to boost operational efficiency, enabling businesses to automate complex tasks and allocate resources more strategically. AI adoption spans diverse sectors; for example: Ma...

As an independent advisory consultant, I've observed the rapid evolution of connectivity solutions in manufacturing. The recent survey by ABI Research highlights a significant shift towards private cellular networks, an emerging era in industrial digitization. The manufacturing sector is already undergoing a transformation, driven by the need for enhanced operational efficiency, reliability, and scalability. Wireless technology is an enabler. Private cellular networks, particularly 4G and 5G technologies, are at the forefront of this change, reshaping the connectivity landscape in factories and production facilities. Private Cellular Network Market Development The latest worldwide ABI Research survey provides compelling evidence of this trend. The study, which encompassed manufacturer decision-makers reveals some striking stats: 44 percent are already in the early stages of deploying 4G private networks. An impressive 75 percent of manufacturers are considering 5G implementation. 4...

The global manufacturing sector stands at the cusp of a significant information technology (IT) transformation. The sector is experiencing a data explosion, driven by the use of advanced technologies such as Artificial Intelligence (AI), Machine Learning (ML), and Generative AI (GenAI). These intelligent systems process huge volumes of data, presenting challenges and opportunities for manufacturer CIOs worldwide. AI Cloud Data Market Development Many manufacturers need help implementing AI and GenAI solutions due to data availability and quality. This gap between data generation and effective utilization represents a strategic opportunity for cloud data management providers to offer differentiated solutions. According to ABI Research , the manufacturing data management market is forecast to create $225 billion in opportunities globally. This figure underscores the importance of data management in modern manufacturing and highlights the potential for substantial growth. As manufacturer...

The rise of quantum computing has been heralded as a game-changing technological leap, promising to solve complex problems far beyond the reach of traditional powerful computers. However, it's becoming clear that the future of high-performance computing lies not in quantum alone, but in a hybrid approach that combines the strengths of quantum and classic systems. According to the latest market study by Juniper Research , there are challenges facing pure quantum computing and solutions developed to bridge the gap between its potential and realistic applications. Quantum Computing Market Development Juniper Research forecasts that quantum technology commercial revenue will grow from $2.7 billion in 2024 to $9.4 billion by 2030. This growth trajectory underscores the interest and investment in quantum technologies across various industries. The path to widespread adoption is not without obstacles. One of the most significant challenges is quantum decoherence, where systems lose their ...

As an independent management consultant, I've had a front-row seat observing how emerging technologies are transforming industries across the globe. One trend that can no longer be ignored is the rise of Augmented Reality (AR) and Virtual Reality (VR). According to the latest ABI Research forecast, the global AR and VR markets are poised for explosive growth over the next six years, projected to increase 60 percent and 44 percent respectively from 2024 to 2030. AR and VR Apps Market Development The implications of this forecast are significant. We are on the cusp of a new era where immersive digital experiences will revolutionize how we work, learn, receive healthcare, manufacture products, and entertain ourselves online.  A potent fusion of AR/VR hardware and software innovations -- combined with Artificial Intelligence (AI) capabilities -- is supercharging these emerging technology applications. "Together with continual improvements in hardware, allowing for more user-friend...

Digital transformation goals continue to influence large enterprise IT spending. Generative Artificial Intelligence (GenAI) has now emerged as a transformative technology. Its ability to create entirely new business models or designs holds immense promise across industries. Still, a recent market study by ABI Research, presented at the 'Hannover Messe 2024' event, paints a somewhat cautious picture of GenAI adoption in the global manufacturing sector. ABI Research highlighted a strong presence of GenAI at the event, with industrial software vendors showcasing its application in the form of AI assistants and co-pilots. They forecast revenue from GenAI use cases in manufacturing will reach $10.5 billion by 2034. Manufacturing GenAI Market Development "The dominant use cases leverage core strengths of Large Language Models (LLMs) for Programmable Logic Controller (PLC) programming, code generation, step-by-step work instructions, and data enrichment and consolidation," ...

The commercial aviation industry has been at the forefront of innovation, constantly pushing the creative boundaries of what's possible in aircraft design and manufacturing. However, with this pursuit of advancement comes an unwavering responsibility for safety. Recent events have cast a spotlight on the importance of rigorous adherence to aircraft assembly, testing, and maintenance procedures -- serving as a stark reminder of the critical role technology plays in ensuring the safety of passengers and crew alike. Aerospace Digitalization Market Development The dramatic images of a hole appearing in a Boeing aircraft operated by Alaskan Airlines sent shockwaves through the aviation industry, highlighting the potentially catastrophic consequences of even the slightest deviation from established quality-control protocols. In the wake of this incident, aerospace manufacturers have been galvanized into action, recognizing the urgent need to embrace appropriate technologies that can enha...

In an era defined by rapid technological advancements, the automobile sector has emerged as a vanguard of innovation, boldly steering into the digital technology era. And, this is just the beginning of an amazing digital transformation. Automobile manufacturers face the considerable challenge of transferring their legacy products to Electric Vehicles (EVs) while balancing the need to maintain revenue and profits to afford the switchover from internal combustion engines. Automobile Digitalization Market Development According to the latest worldwide market study by ABI Research, automobile manufacturers will have invested $83.3 billion in digital technologies in 2023, growing by a CAGR of 8.5 percent to surpass $188 billion in 2033. "The transfer to EVs is driving demand for software, as manufacturers need to design new vehicles and simulate the vehicles' performance. The new production lines will also need to be simulated before launch," said Michael Larner, research direc...

In an evolving era of rapid advancement, market demand for innovative technology in the industrial and manufacturing sectors is skyrocketing. Leaders are recognizing the immense potential of digital transformation and are driving initiatives to integrate technologies into their business operations.  These initiatives aim to enhance efficiency, reduce costs, and ultimately drive growth and competitiveness in an increasingly digital business upward trajectory. The industrial and manufacturing sectors have been the backbone of the Global Networked Economy, contributing $16 trillion in value in 2021. Industrial and Manufacturing Tech Market Development   This growth represents a 20 percent increase from 2020, highlighting the resilience and adaptability of these sectors in the face of unprecedented challenges, according to the latest worldwide market study by ABI Research . The five largest manufacturing verticals -- automotive, computer and electronic, primary metal, food, and ma...

Government decarbonization targets are specific goals set to significantly reduce or eliminate carbon dioxide and other greenhouse gas emissions. These targets are a critical component of global efforts to combat current climate change risks. Governments establish these goals to mitigate the adverse effects of climate change by promoting the adoption of renewable energy sources, enhancing energy efficiency, and sustainable transportation. These targets typically involve setting a timeline with measurable milestones to track progress and ensure accountability toward a cleaner, healthier planet for future generations. Electric Vehicle Market Development With the growing government decarbonization targets, Electric Vehicle (EV) production will increase rapidly this decade. New EV adoption will require a corresponding growth in EV battery output. According to the latest worldwide market study by ABI Research, global EV battery output production will increase nearly six times to 2,585 GWh b...

Robotics have become the cornerstone of modern manufacturing, revolutionizing many industries across the globe. The applications span from automating repetitive tasks to enhancing precision and efficiency in complex operations. With the relentless pursuit of operational excellence, and the increasing need for production agility and cost-effectiveness, the demand for industrial robots continues to surge. Based on current estimates, there are already well over three million industrial robots installed worldwide, and the pace of installation is increasing rapidly. Industrial Robotics Market Development Moreover, robotics use cases are proliferating from shelf stacking, to cleaning, and various forms of manufacturing. Robots are important to economic growth, as nations struggle with labor shortages and aging populations. Against this growing applications backdrop, the robotics market is forecast to reach $218 billion by 2030, according to the latest worldwide study by GlobalData. Numerous ...

In the manufacturing industry, cloud computing can help leaders improve their production efficiency by providing them with real-time data about their operations. This has gained the attention of the C-suite. Total forecast Industrial Cloud platform revenue in manufacturing will surpass $300 billion by 2033 with a CAGR of 22.57 percent, driven by solution providers enhancing platform interoperability while expanding partner ecosystems for application development. ABI Research found the cloud computing manufacturing market will grow over the next decade due to the adoption of new architectural frameworks that enhance data extraction and interoperability for manufacturers looking to maximize utility from their data. Industrial Cloud Computing Market Development "Historically, manufacturers have built out their infrastructure to include expensive data housing in the form of on-premises servers. The large initial upfront cost of purchasing, setting up, and maintaining these servers is ...

Battery power management is a critical technology for the evolution of Electric Vehicles (EVs). It's the process of optimizing the use of battery energy to maximize the range and performance of an EV.  A Battery Management System (BMS) can monitor the battery's state of health and use a variety of algorithms to control the charging and discharging of the battery. BMSs can also help to improve the efficiency of the EV by reducing energy loss. Advanced BMS software could save automakers $18 billion annually in 2030, equivalent to $76 billion cumulatively from 2024. ABI Research finds that intelligent BMS software can reduce the size of EV batteries without reducing their range. This performance efficiency helps to cut the cost of manufacturing EVs, enabling automakers to mitigate the effects of limited battery production and achieve greater profitability. Battery Management System Market Development "OEMs are struggling with two competing issues: the demand from customers fo...

Wireless communication networking continues to evolve. More enterprise IT organizations are envisioning new applications that empower frontline and corporate employees to streamline mobile workflow. A public cellular network relies on shared infrastructure and resources which are utilized by numerous other subscribers. In contrast, private cellular networks are prevalent among businesses aiming to increase privacy, safety and control over a network used exclusively by their employees and guests. Private Wireless Network Market Development   According to the latest market study by Juniper Research , enterprise spend on private networks will near $10 billion globally by 2028 -- that's rising from $1 billion in 2023. Growing by 722 percent, the three vertical industries driving the market were identified as: Manufacturing (35 percent), Energy (20 percent), and Public Services (16 percent). The need for private networks that can support high device densities and operate over large geo...

ChatGPT is trained to follow instructions in a 'prompt' and provide a detailed response. Prompt Engineering is a concept in artificial intelligence (AI), particularly natural language processing (NLP). While this topic has gained much attention, it's merely a sub-sector of the greater AI market upside. According to the latest worldwide market study by International Data Corporation (IDC), global spending on AI -- including the software, hardware, and services for AI-centric systems -- will reach $154 billion in 2023, that's an increase of 26.9 percent over 2022. The ongoing incorporation of AI into a wide range of products will result in a compound annual growth rate (CAGR) of 27 percent over the 2022-2026 forecast period, with spending on AI-centric systems expected to surpass $300 billion in 2026.   AI-Centric Systems Market Development "Companies that are slow to adopt AI will be left behind – large and small. AI is best used in these companies to augment human ...