Too Long; Didn't Read
AI project development environments can be visualized as a three-layer pyramid consisting of technologies and ready-to-use solutions. The upper level contains ready-made products suitable for AI usage – like third-party libraries or proven company solutions. Second level consists of new niches describing business challenges. Extra effort required for production projects envisage difficulties both with data and models that haven’t been sufficiently tried in practice. Application development with AI incorporates PoC (Proof of Concept) and a demo.