AI SaaS Product Classification Criteria: A Definitive Guide agicent.com

As AI becomes a core part of modern SaaS, understanding how to classify AI-driven SaaS products is essential. This guide from Agicent explores the key criteria for classifying SaaS solutions — from deployment models (vertical vs. horizontal) to AI integration levels and scalability. By analyzing architecture, automation capability, and data intelligence, businesses can identify where their product fits in the evolving SaaS landscape. Whether you’re developing or optimizing an AI SaaS product, these classification insights help shape smarter development strategies and ensure better alignment with user needs and market trends.