Symbolic AI

In practical terms, Symbolic AI is an AI approach that represents knowledge explicitly with symbols, rules, logic, and relationships that a system can reason over. It matters because organizations need clear technical and operational boundaries around AI before they can use it reliably at scale. Related concepts often include governance, integration, monitoring, evaluation, and human oversight.