Do I Need GenAI in My Application?
Learn how to evaluate whether generative AI enhances your application by evaluating its feasibility, business alignment, and growth potential.
Generative AI (GenAI) has the potential to transform how applications function, automate complex tasks, and create unique user experiences. However, deciding if it’s the right fit for our application requires careful consideration of its capabilities, benefits, and potential challenges. This lesson will guide us through key factors to help assess whether integrating GenAI will enhance our application’s value.
Evaluating application requirements
Before integrating GenAI, evaluate our application’s specific requirements and goals. GenAI excels in certain tasks—such as content creation, personalized recommendations, and language processing—but may not be the best fit for every scenario.
Purpose of the application
Consider the main purpose of our application. Is it primarily data-driven, transaction-based, or user-centric? GenAI is particularly beneficial for applications focused on personalization, creative content, or automation of complex workflows. However, for systems requiring high precision or real-time processing, traditional AI models may suffice or be more appropriate.
Ideal for GenAI: A creative writing assistant, which benefits from the model’s ability to generate diverse and engaging text.
Less ideal for GenAI: A banking app that primarily handles transactions, where strict accuracy and data privacy are essential.
User experience and engagement
GenAI can enhance user engagement by creating dynamic, interactive experiences. If our goal is to offer personalized experiences or natural language interactions, GenAI could significantly improve the user experience.
However, if the experience requires precision and control, a more rule-based approach might be better.
Ideal for GenAI: A virtual shopping assistant where a conversational ...