Human Advisory
Human Advisory is a collaborative approach in software development where human experts provide guidance, feedback, and oversight to AI systems or automated processes to ensure quality, ethics, and alignment with business goals. It emphasizes human-in-the-loop decision-making to complement AI capabilities with human judgment, particularly in critical or ambiguous scenarios. This methodology is often applied in areas like code review, system design, and ethical AI deployment to mitigate risks and enhance outcomes.
Developers should learn and use Human Advisory when working with AI-driven tools, complex systems, or projects requiring high-stakes decisions, as it helps prevent errors, biases, and unintended consequences by integrating expert human oversight. It is especially valuable in industries like healthcare, finance, or autonomous systems, where safety and compliance are paramount, and in agile teams to improve collaboration and innovation through structured feedback loops.