What are your thoughts on this shift—do you think AI-first applications are becoming a necessity rather than an innovation?

In many industries, traditional app development is no longer enough. Companies now expect applications that can learn from user behavior, predict outcomes, and automate decision-making processes. This is exactly where AI-powered app development comes into play.

Most organizations looking for AI app development services today are focusing on capabilities like:

Intelligent personalization engines within apps
AI-powered chatbots and virtual assistants
Predictive analytics for user behavior and business forecasting
Image and voice recognition features
Automation of repetitive in-app workflows
Integration of generative AI features into mobile and web applications

At the same time, the expectations from an AI development partner have also increased. It is no longer just about building an application with AI features—it is about designing scalable, secure, and production-ready AI systems that can evolve with business needs.

One interesting question I keep coming across is:
How do businesses balance between building fully custom AI applications versus integrating pre-built AI models or APIs into their apps?

Also, do you think AI app development services will eventually become a standard part of all software development projects, or will they remain a specialized offering for advanced use cases?

Would be great to hear different perspectives on this.