Deterministic AI refers to artificial intelligence systems that produce consistent and predictable outputs given a specific input, following a set of predefined rules and algorithms. As startups increasingly adopt AI solutions, understanding deterministic AI is crucial for developing reliable and transparent applications, particularly in high-stakes industries such as finance, healthcare, and transportation, where predictability and explainability are essential for building trust and ensuring regulatory compliance.