Latest articles
The Company That Isn't Selling — OYO's Zero-OFS IPO
OYO's zero-OFS IPO, and the case for a software business wearing a hotel uniform. A reading of Oravel Stays' ₹6,650 crore fresh issue: what the absence of an Offer for Sale signals, how an asset-light AI-run platform earns software-like margins inside hospitality, and where the real risks sit.
OYO's Updated DRHP: Inside India's Most Anticipated Hospitality IPO
After two failed attempts spanning five years, OYO — now operating under parent entity PRISM (formerly Oravel Stays Limited) — has cleared SEBI's gate for a third bid. A section-by-section reading of the 29 June 2026 UDRHP-I.
The Lawyer's Edge: How to Leverage AI Without Surrendering Privacy, Quality, or Cost Control
AI is arriving in legal practice not as a faster typewriter but as a junior associate who reads at 200,000 words a minute and costs a coffee per task. A practical guide to capturing the upside without the unforced errors that have begun to fill state bar disciplinary dockets.
Many Minds, One Counsel: On the Renaissance of Legal Reasoning in an Age of Artificial Intelligence
A lawyer's mind is a courtroom in which several advocates are always speaking at once. The art is in hearing all of them. On the quiet renaissance reshaping the profession beneath our hands, and why the externalisation of reasoning, not merely recall, is the change that matters.
Implementing the RBI's 2026 Model Risk Guidance: Frameworks, Validation, Frontier AI, and the India Context
Technical and operational guide to implementing the RBI's 2026 Model Risk Management draft. NIST AI RMF and ISO/IEC 42001 as anchors, the SR 11-7 lineage, validation toolkit and its limits on foundation models, frontier AI risks, IndiaAI Mission, and a ten-point implementation checklist.
The Legal Architecture Around the RBI's 2026 Model Risk Draft: DPDPA, CPA, Competition Act, and the IMAI Question
How the RBI's 2026 Model Risk Management draft interacts with the Digital Personal Data Protection Act, the Consumer Protection Act, the Competition Act, and the Supreme Court's IMAI judgment on guidance enforceability. Five regulatory-interaction clauses the final Guidance should add.
Twenty-four Asks of the RBI: A Detailed Comment on the 2026 Model Risk Management Draft
A clause-by-clause comment record on the RBI's 2026 draft Guidance on Model Risk Management. Proportionality, definitions, the black-box validation problem at paragraph 46, kill-switch operationalisation, DPDPA interaction, and a phased 18, 24, 36 month rollout. Twenty-four asks in one place.