India, July 15 -- At a session at LHIF, you observed that data is the mother of AI and compliance strategy is the father. What, then, is the DNA of trustworthy AI?

The DNA of trustworthy AI consists of transparency, traceability and accountability. Transparency ensures organisations understand how decisions are generated. Traceability provides visibility into data sources, model changes and system actions. Accountability establishes ownership, governance and oversight throughout the AI life cycle.

Together, these principles create AI systems that are explainable, auditable and compliant. In regulated environments, trust cannot be treated as an afterthought. It must be designed into the system from the outset.

Data provides the intellig...