AI adoption in finance is moving faster than many control environments. RBI’s FREE-AI report frames trust as the foundation and gives boards a practical starting point for governing models, data, vendors and incidents.
From principle to operating model
The report describes seven ‘Sutras’ for responsible AI and 26 recommendations organised under six strategic pillars. It addresses innovation and infrastructure alongside policy, capacity, governance, protection and assurance.
For management teams, the important move is to translate principles into a register of AI use cases, accountable owners, permitted data, human oversight, testing standards and incident response.
The CFO’s role
AI projects create financial commitments and operational dependencies before their risks are fully visible. Finance leadership can improve discipline by linking each use case to a business case, control owner, vendor obligation, measurable outcome and exit plan.
The same dashboard should show value realised and risk indicators. That prevents innovation reporting from becoming detached from governance and capital allocation.
What leaders should do now
- Create an inventory of AI models and use cases, including third-party tools used by teams.
- Assign a business owner, control owner and human-override path for every material use case.
- Define approved data, retention, testing, monitoring and incident-escalation requirements.
- Track benefits, costs, exceptions and remediation in the same management review.
CFO PERSPECTIVEResponsible AI is a capital-allocation and control-design question. A use case should not move from pilot to scale until expected value, data rights, model risk, accountability and fallback arrangements are explicit.
CA Jigarkumar Shah
Read the original material
FREE-AI Committee Report — Framework for Responsible and Ethical Enablement of Artificial Intelligence
Important: This article is general information and a business perspective based on the cited source. It is not legal, tax, accounting or investment advice. The law and official guidance may change; obtain advice for your facts before acting.