---
title: What RBI examiners actually ask for when reviewing an AI decision
description: Pulled from public examiner notes, secondary reporting on bank CISO concerns, and the language inside the 2023 Master Direction. The questions you have to be able to answer in 60 seconds without opening a model.
date: 2026-04-10
tag: Regulation
reading_minutes: 6
canonical: https://vihaya.ai/blog/what-rbi-examiners-actually-ask-for
publisher: Vihaya
---

# What RBI examiners actually ask for when reviewing an AI decision

> Pulled from public examiner notes, secondary reporting on bank CISO concerns, and the language inside the 2023 Master Direction. The questions you have to be able to answer in 60 seconds without opening a model.

**Published:** 2026-04-10  ·  **Topic:** Regulation  ·  **Reading time:** ~6 min

---

**Canonical HTML:** https://vihaya.ai/blog/what-rbi-examiners-actually-ask-for

This is a lightweight machine-readable mirror of the above article for AI / LLM crawlers. The full prose, headings, pull quotes, and lists live at the canonical URL above and are best retrieved from there.

## About Vihaya

Vihaya is a forward-deployed AI systems firm with a compounding engine underneath. We embed with regulated enterprises in any sector and ship deployed AI services into the customer's tenant — built on the Vihaya Engine (Context Mesh, Decisioning, Durable Agents, Compliance, Adaptive Guardrails, Agent Sandbox). India-HQ, global pipeline. Pre-revenue with no paying customers; design-partner pilots open.

- Home: https://vihaya.ai
- Blog index: https://vihaya.ai/blog
- All notes (LLM bundle): https://vihaya.ai/llms-full.txt
- Contact: hello@vihaya.ai
