Accountability, ethics, human oversight, explainability and risk controls.
A department-level guide to accountability, data discipline, human oversight and safe Artificial Intelligence adoption in Indian governance.
Read GuidanceHow Government departments can turn responsible AI principles into operating controls, accountability and evidence.
Read GuidanceThe core components of a workable AI governance framework for Government departments, from use-case approval to audit.
Read GuidanceTranslating national AI governance guidance into departmental procedures, approvals and evidence in Indian Government contexts.
Read GuidancePractical approaches for Government departments to test, document and manage bias, fairness, explainability and accountability in AI systems.
Read GuidanceA practical method for deciding where human review, approval and override must remain mandatory in Government AI workflows.
Read GuidanceA proportionate AI risk management framework covering identification, classification, controls, monitoring and incident response for Government.
Read Guidance