Can AI be used to create an app without programming knowledge?

Yes, modern AI tools allow non-specialists to develop app prototypes. However, a full-fledged product requires additional skills or integration with existing solutions.

Why do SaaS solutions remain preferable to custom development?

Ready-made SaaS platforms offer proven features, support, scalability, and security that are difficult to achieve independently. They also save businesses time and resources.

What limitations did the AI development experiment reveal?

Key challenges included a lack of customization flexibility, integration and support difficulties, and security risks. These factors make independent development less efficient for businesses.

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Artificial intelligence

How AI Helped a Beginner Create an App in 4.5 Hours — And Why SaaS Remained Unmatched

June 10, 2026

Photo: ITmedia

Quick answer

AI tools accelerate app prototyping for beginners but cannot replace SaaS solutions due to scalability, security, and functionality constraints.

A Japanese non-technical professional tested the capabilities of modern AI tools for app development. Using a "visual coding" (vibe coding) approach, he created an expense-tracking app prototype in just 4.5 hours. The project demonstrated how AI can accelerate the creation of basic features even without deep programming knowledge.

However, the experiment highlighted significant limitations of individual development. Unlike ready-made SaaS solutions, the prototype lacked critical features such as cross-device data synchronization, automatic backups, and protection against data leaks. These often-overlooked functions play a key role in real-world app usage.

The experiment’s author noted that independent development requires substantial time for product maintenance and updates. In contrast, SaaS platforms offer not only ready-made solutions but also continuous feature development, making them more attractive for businesses. The experience showed that AI can be a useful tool for rapid prototyping but cannot fully replace professional platforms.

Common questions

Can AI be used to create an app without programming knowledge?: Yes, modern AI tools allow non-specialists to develop app prototypes. However, a full-fledged product requires additional skills or integration with existing solutions.
Why do SaaS solutions remain preferable to custom development?: Ready-made SaaS platforms offer proven features, support, scalability, and security that are difficult to achieve independently. They also save businesses time and resources.
What limitations did the AI development experiment reveal?: Key challenges included a lack of customization flexibility, integration and support difficulties, and security risks. These factors make independent development less efficient for businesses.

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