OwnAI Blog https://ownai.reyatech.com/blog Insights on enterprise AI, on-prem deployment, and Indian regulatory compliance. en-IN 2026-05-14T10:00:00Z Why your DPDPA compliance strategy needs an AI chapter. https://ownai.reyatech.com/blog/post-dpdpa-ai-chapter https://ownai.reyatech.com/blog/post-dpdpa-ai-chapter Fri, 08 May 2026 00:00:00 +0000 Data Privacy DPDPA Phase 3 binds 13 May 2027. Standard templates miss the AI chapter on training consent, cross-border inference, and erasure-from-weights. The real 5-year TCO of ChatGPT Enterprise for 50 users in India. https://ownai.reyatech.com/blog/post-tco-50-users https://ownai.reyatech.com/blog/post-tco-50-users Thu, 30 Apr 2026 00:00:00 +0000 Cost Analysis Rs 1.78 Cr at $60/seat plus FX exposure, seat drift, reasoning-token inflation. Full line-by-line breakdown vs OwnAI on-prem. Apache 2.0 vs Llama licence: what Indian enterprises need to know. https://ownai.reyatech.com/blog/post-apache-vs-llama https://ownai.reyatech.com/blog/post-apache-vs-llama Wed, 22 Apr 2026 00:00:00 +0000 Technical Llama 3 AUP, Mistral MRL, and Gemma flow-down clauses matter the moment you ship a paid product. On-prem LLM deployment: Mac Mini vs GPU server for 32B models. https://ownai.reyatech.com/blog/post-mac-vs-gpu https://ownai.reyatech.com/blog/post-mac-vs-gpu Tue, 14 Apr 2026 00:00:00 +0000 Technical When the M4 Pro is enough; when you actually need an L40S. Benchmarks on Qwen 3 32B across three hardware tiers. RBI IT Outsourcing Direction: what it means for AI vendors. https://ownai.reyatech.com/blog/post-rbi-it-md https://ownai.reyatech.com/blog/post-rbi-it-md Sat, 04 Apr 2026 00:00:00 +0000 Regulatory Section 11(g) source-code escrow, 16(m-o) audit rights, 17(8) 6-hour incident reporting - clause-by-clause for AI vendors at NBFCs. Fine-tuning vs RAG: when each makes sense for regulated data. https://ownai.reyatech.com/blog/post-finetune-vs-rag https://ownai.reyatech.com/blog/post-finetune-vs-rag Fri, 27 Mar 2026 00:00:00 +0000 Technical Behaviour shaping vs citation grounding. Why the answer is almost always 'both' for pharma and NBFC workloads. Reading the RBI FREE-AI framework as a vendor. https://ownai.reyatech.com/blog/post-free-ai https://ownai.reyatech.com/blog/post-free-ai Wed, 18 Mar 2026 00:00:00 +0000 Regulatory What the August 2025 consultative paper signals about binding guidance to come - and which vendor positions survive. Schedule M revised 2024: what ALCOA+ means for AI outputs. https://ownai.reyatech.com/blog/post-schedule-m https://ownai.reyatech.com/blog/post-schedule-m Sun, 08 Mar 2026 00:00:00 +0000 Pharma Attributable, Legible, Contemporaneous, Original, Accurate - what each ALCOA+ attribute demands when the operator is an LLM. Data locality is a feature, not a tax. https://ownai.reyatech.com/blog/post-data-locality https://ownai.reyatech.com/blog/post-data-locality Thu, 26 Feb 2026 00:00:00 +0000 Privacy For regulated workloads, on-prem is the cheap path. Latency, audit, procurement velocity, IP retention - all compound.