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We are entering our maintenance era

Ida Tiara Ayu Nita, June 21, 2026

The digital landscape, once defined by rapid innovation and the thrill of novel functionalities, is now demanding a profound shift in focus: the era of maintenance. This transition, marked by the ongoing need to sustain and adapt the complex web of interconnected technologies that permeate our lives, presents a significant challenge for both consumers and the industries that serve them. From the intricate workings of smart homes to the evolving demands of the professional world, the realization is dawning that constant technological advancement necessitates an equally constant commitment to upkeep.

The impetus for this re-evaluation has been building, drawing parallels between seemingly disparate fields. A recent webinar, designed to explore the integration of generative artificial intelligence within newsrooms, highlighted a critical dilemma: developers are hesitant to invest in AI verification tools capable of detecting sophisticated deepfakes. The rationale, as articulated by a panelist, is the perpetually evolving nature of the threat, requiring continuous and resource-intensive updates to any detection mechanisms. This struggle resonates deeply with a broader societal experience. For years, individuals and organizations have grappled with the persistent upkeep required for their smart devices, personal technology, and digital services. This necessity extends far beyond routine security patches, encompassing the intricate adjustments needed when API changes disrupt home automation workflows, when inter-service connectors like Zapier are discontinued, or even when a vehicle’s user interface is fundamentally altered by a software update, demanding a re-learning of basic operations. The very act of living with technology has become synonymous with existing in a state of perpetual flux.

The Shifting Paradigm: From Innovation to Sustainability

This understanding, while intuitively grasped, has not yet been fully integrated into operational strategies or mental frameworks. The value proposition of a connected device often lies in its potential for feature expansion, a concept that is readily accepted. However, the friction generated when user interfaces change, or when established functionalities like a smart oven’s cooking presets are altered, proves jarring for many. The human psyche, largely unaccustomed to constant, widespread disruption across multiple facets of life, struggles to reconcile the benefits of evolving technology with the disorientation it can induce.

Businesses, too, are finding themselves ill-equipped for this paradigm shift. Google, a company renowned for its relentless pursuit of innovation, provides a salient example. The company’s incentive structures often reward employees for the creation of new tools and software, fostering a culture where invention is prioritized over its long-term stewardship. This incentivization model, while driving rapid development, can inadvertently lead to a situation where user-facing tools enter a state of gradual decay, or where the company’s response to external changes, such as those made by partner services, is sluggish. This approach creates a cycle where the spotlight is always on what’s next, leaving the present in need of ongoing care.

This tension between innovation and maintenance is not confined to the tech sector. It is a palpable conflict within industrial settings, where IT departments often clash with operations engineers. The latter, steeped in decades of experience building robust and predictable processes, may resist the integration of new technologies and automations, not out of Luddism, but out of a recognition that introducing IT into established operational frameworks can generate entropy. This entropy necessitates new maintenance procedures, a burden that IT departments, often driven by the imperative to innovate, may be reluctant to fully embrace.

The Undervalued Virtue of Maintenance

While operational technology (OT) environments have historically cultivated a culture that values maintenance, the information technology (IT) sector has largely lagged behind. This imbalance is becoming increasingly problematic as computing capabilities are embedded into an ever-wider array of devices and processes. The fundamental truth is that software is inherently prone to decay, and this decay accelerates over time.

The accelerating decay of software will continue to exert a profound influence on our daily lives. Consequently, there is an urgent need to create incentives for developers that prioritize maintenance alongside innovation. This involves allocating dedicated time within work weeks for employees to adapt to new user interfaces, understand service changes, and experiment with emerging tools and advancements, recognizing these activities as integral to productivity.

We are entering our maintenance era

A Mandate for Continuous Learning and Adaptation

The analogy of continuing education requirements for professions like law and medicine offers a potential model. As technology becomes increasingly integral to nearly all professional domains, a similar ethos is required. This ethos must actively incentivize and support employees in their efforts to adapt to continuous change, including the rapid advancements driven by artificial intelligence.

Achieving this requires a more curious and engaged workforce, but the onus cannot rest solely on individual employees to generate the necessary energy and enthusiasm. The act of maintaining services and adapting to evolving software and services must be recognized as a core economic value and treated as such by organizations.

Rethinking Product Lifecycles and Consumer Responsibility

On a consumer level, this could manifest in several ways. It might involve a shift towards subscription models for products, ensuring that companies receive ongoing revenue streams to cover the essential developer costs for maintenance. Alternatively, companies might adopt product lifecycles with clearly defined end-of-life dates for maintenance support, providing transparency to consumers about the expected duration of a product’s upkeep.

Ultimately, the ambition to imbue everyday products with intelligence cannot solely be fueled by a relentless pursuit of new features and innovation. A parallel and equally critical focus must be placed on the long-term maintenance of these products and the sustainable funding mechanisms to support that maintenance. As computing power enables greater software and service integration into professional workflows, and as an increasing number of jobs demand adaptability to new innovations, businesses must proactively invest in the continuous skill development of their employees.

The relentless drive for constant innovation, while seemingly progressive, is ultimately exhausting. Because this innovation is currently anchored in software, it is susceptible to rapid entropy. It is imperative that we begin to value not only the groundbreaking advancements but also the individuals and the time required to counteract the inevitable decay of these digital systems. Simultaneously, both employees and consumers must be afforded the space and resources to navigate these ongoing changes.

The author’s departure from their weekly IoT newsletter, marked by this final reflection, underscores the critical juncture at which the technology sector and society at large now stand. The challenges presented by an evolving digital infrastructure are no longer theoretical; they are an immediate and pressing reality demanding a recalibrated approach to how we develop, consume, and sustain technology. As the author concludes, the journey forward requires a fundamental reorientation towards valuing the enduring aspects of technological engagement, moving beyond the ephemeral allure of novelty to embrace the essential, ongoing work of maintenance.

Internet of Things & Automation AutomationEmbeddedenteringIndustry 4.0IoTmaintenance

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