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The rise of On-device AI and what it means for your business

By 2026, AI will no longer sit on the edges of work. On-device AI marks a shift from fragmented tools to intelligence embedded directly into everyday workflows, reducing complexity while strengthening privacy. Learn why this evolution is redefining how organisations build AI-ready teams and make AI a natural part of work.

Nov 28. 2025
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Why On-device AI will become essential for work in 2026

In 2026, artificial intelligence (AI) will no longer be an optional tool. It will be embedded into the devices we rely on for everyday life and work. As AI becomes standardised across devices and processes, businesses will benefit from reduced IT complexities and more intuitive workflows.

On-device AI, which runs directly on a user’s device instead of relying on cloud servers, is driving this change. Unlike cloud-based AI that processes data remotely, on-device AI performs tasks locally for faster responses and enhanced privacy. By placing intelligence directly on employee devices, businesses can build an AI-ready workforce and make AI a natural part of everyday work.

AI as the core for everyday work

When AI first gained popularity with the rise of platforms like ChatGPT and Google Gemini, many organisations viewed AI tools as an additional solution that required investments. AI tools were seen as something added through cloud-based tools, platforms, or pilots. 

 

While many have seen success with isolated use cases, this approach to AI often results in fragmented experiences and inconsistent adoption. Employees don’t instinctively turn to AI tools for solutions. Instead, they often have to adapt their workflows around it rather than having AI tools fit into their day-to-day tasks. 

 

In 2026, AI will become the engine of work rather than an add-on to it. On-device AI, like Galaxy AI1, is quickly becoming the new norm with many organisations now encouraging employees to use mobile AI tools. 

 

With Galaxy devices, AI tools are embedded directly into devices, making AI usage intuitive. This means that employees do not need to opt in or learn new systems. Instead, Galaxy AI is already included on the device and supports tasks as they happen. Teams then gain immediate access to AI-powered tools such as Circle to Search2, Transcript Assist3, Read Aloud4, and many more. 

 

This approach to AI also prepares businesses for the next wave of AI, agentic AI. Agentic AI refers to systems that move beyond merely responding to prompts and instead act autonomously for multi-step tasks based on context. For agentic AI to be successful, the AI model must learn to understand the user, the task, and the environment over time. 


On-device AI provides this foundation, and we are already seeing this with certain Galaxy AI features like seamless actions across apps and Now Brief5. As on-device AI learns the behaviour of the user, it will be able to offer adaptive forms of assistance in the future.

On-device AI improves security

Giving AI that much control often scares businesses as there are major security considerations to take into account. As AI becomes more deeply integrated into daily workflows, security and data governance will become more important. 

 

Globally, there is an ongoing push for responsible, inclusive AI frameworks that govern how AI is used for both personal and work-related matters. But until those frameworks take effect, businesses should consider deploying mobile devices that utilise on-device AI. 

 

On-device AI gives businesses greater control over their data, creating more secure workflows. Instead of storing and pulling data from the cloud, inputs and outputs are processed locally. This reduces reliance on external servers and minimises data movement to lower the risk of sensitive information being exposed or misused. 

 

Galaxy AI makes it easier for businesses to adopt AI tools safely, giving IT teams full control of how data is used and stored. Through this approach, employees are more likely to use Galaxy AI tools for real work scenarios as there are minimal risks and a reduced learning curve. 

 

With this reassurance, companies have the freedom to explore the potential of mobile AI tools while maintaining data ownership and strengthening their security posture. In turn, this builds confidence and trust both internally and with customers and partners.

Personalised tools and support for every employee

The biggest advantage of adopting AI in the workplace is that it gives businesses the ability to offer personalisation to their employees without increasing operational complexity. When AI is built into the mobile device, it is able to respond to on-screen content and provide real-time, relevant support. 

 

Galaxy AI on the Galaxy S25 provides context-aware recommendations based on what’s happening on-screen. For instance, if an employee is looking through a specific document with charts or tables, AI Select6 lets them extract the text from the charts for easier copying, sharing, or translating. 

 

Mobile AI tools power personalisation through features that reduce the cognitive load. Now Brief, for example, offers personalised notifications that help employees prioritise tasks and manage workloads more efficiently. This means employees spend less time sifting through information or switching between apps for one task. 

 

With on-device AI, personalisation won’t come at the expense of standardisation across device fleets. IT teams are still able to deploy a consistent AI-enabled device ecosystem, while employees experience support that is tailored to their roles and daily tasks. 

Build an AI-ready workforce in 2026 with Galaxy AI!

As we enter 2026, businesses should start looking into investing in devices that support on-device AI. Galaxy AI is the ideal start to this as it’s an on-device AI solution that offers long-term support without the layers of complexity. 

 

Start preparing your team for the future of work with Galaxy AI! Find out more here. 

Disclaimers

1Samsung Account login and Internet connection may be required for certain AI features. Galaxy AI feature availability and associated costs are subject to change post 2025. Different terms may apply for AI features provided by third parties. AI output reliability and accuracy not guaranteed. Actual UI may be different.

 

2Circle to Search is a trademark of Google LLC. Service availability may vary by country, language, device model. Requires internet connection. Users may need to update Android and Google app to the latest version. Results may vary depending on visual or audio matches. Accuracy of results is not guaranteed. Works on compatible apps and surfaces, and with ambient music only. Will not identify music coming through headphones or if phone volume is off.

 

3Transcription and Summary features for Transcript Assist require a network connection and Samsung Account login. Features for Transcript Assist only available on the pre-installed Samsung Voice Recorder app or files recorded using the pre-installed Samsung Phone app, Samsung Notes app or Samsung Interpreter app. Voice recording feature in the pre-installed Samsung Phone app may not be supported in some countries. Audio files must be under 3 hours in duration to be processed. Summarising feature for Transcript Assist can be activated when a certain number of characters is met. Service availability may vary by language. Accuracy of results is not guaranteed.

 

4Convert webpage content into audio so you can listen to it while browsing.

 

5Now Brief feature requires Samsung Account login. Service availability may vary by country, language, device model, apps. Some features may require a network connection. Modes and Routines need to be enabled to use Personal Data Engine for context-based Routines suggestions. User needs to consent to access permissions such as photos, videos, audio files, and calendar events. May not display moments depending upon exposure policy. The description of photos provided by moments may not align with the user's intent. Calendar notification is available only if Samsung Calendar is installed and compatible with calendar apps that utilise Android calendar databases. To check the Energy Score, the health data tracked from Samsung Galaxy Watch or Samsung Galaxy Ring must be synchronised with the Samsung Health App. The result is for your personal reference only and is not intended for medical purposes.

 

6Get AI-powered suggestions that analyse your selected content and recommend useful actions such as making a call, editing an image, and more.

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