Insights - Data https://data.in/insights.html Perspectives on AI, software engineering, and building for scale, from the team behind XgenPlus, RajMail, and Cognify. en-us Mon, 17 Aug 2026 00:00:00 GMT The RBI Wants a Kill Switch on AI. That Instinct Is Right. https://data.in/blog-rbi-ai-kill-switch.html https://data.in/blog-rbi-ai-kill-switch.html Mon, 17 Aug 2026 00:00:00 GMT Dr. Ajay Data on RBI's 2026 draft AI kill-switch and model risk rules for banks and NBFCs, and why owning your AI stack makes them easier to satisfy. Why I Built ZenithAI: A Sovereign AI Platform for Indian Enterprises https://data.in/blog-why-i-built-zenithai.html https://data.in/blog-why-i-built-zenithai.html Fri, 14 Aug 2026 00:00:00 GMT Dr. Ajay Data on why he built ZenithAI, a sovereign on-premises AI platform, drawing on FICCI policy work and his book Zenith. The DPDP Act Doesn't Live on Your Website. It Lives in Your Statutory Registers. https://data.in/blog-dpdp-act-company-secretary.html https://data.in/blog-dpdp-act-company-secretary.html Thu, 13 Aug 2026 00:00:00 GMT Most DPDP Act tools manage website cookie consent. The personal data at risk sits in statutory registers, HR files, and vendor records instead. Forward Deployed Engineers: A 2026 Name for Work We've Run Since 2015 https://data.in/blog-forward-deployed-engineers.html https://data.in/blog-forward-deployed-engineers.html Wed, 12 Aug 2026 00:00:00 GMT Forward Deployed Engineers work inside your systems and your sprint, not behind a ticket queue. Data has staffed embedded teams this way, onsite and hybrid, since 2015. The AI Agent Wrapper Pattern, Before It Had a Name https://data.in/blog-ai-agent-wrapper-pattern.html https://data.in/blog-ai-agent-wrapper-pattern.html Sun, 02 Aug 2026 00:00:00 GMT Wrapping legacy systems in an AI agent interface is trending in 2026. We built the same integration-layer pattern for Rajasthan's government in 2015. Own Your Intelligence: What ZenithAI Actually Does https://data.in/blog-zenithai-own-your-intelligence.html https://data.in/blog-zenithai-own-your-intelligence.html Thu, 30 Jul 2026 00:00:00 GMT ZenithAI is an on-premises enterprise AI platform: one-time license instead of per-token billing, and data that never leaves your infrastructure. An AI Agent That Actually Does Things: Inside Orion https://data.in/blog-orion-agentic-capabilities.html https://data.in/blog-orion-agentic-capabilities.html Thu, 30 Jul 2026 00:00:00 GMT Orion does not just chat. It posts to social media, browses the web, fetches bank reports, and writes content. Notes on what makes an AI agent truly agentic. What Chairing ICANN's UASG Taught Me https://data.in/blog-icann-uasg-lessons.html https://data.in/blog-icann-uasg-lessons.html Thu, 30 Jul 2026 00:00:00 GMT Dr. Ajay Data reflects on four years chairing ICANN's Universal Acceptance Steering Group, and what building multilingual internet standards taught him. The India Advantage Isn't Cost: It's Discipline https://data.in/blog-india-advantage-discipline.html https://data.in/blog-india-advantage-discipline.html Thu, 30 Jul 2026 00:00:00 GMT The usual pitch for an India-based partner is cost. Ours is discipline: 25+ years of ISO and CMMI-certified, government-scale delivery, audit-ready by design. 25 Years, One System: Running (and Modernizing) Our Own Legacy Stack https://data.in/blog-25-years-legacy-stack.html https://data.in/blog-25-years-legacy-stack.html Wed, 29 Jul 2026 00:00:00 GMT 25 years of running our own production email and government systems taught us what legacy modernization actually requires. Notes from the team that maintains XgenPlus and modernizes Java, PHP, and .NET stacks for Indian government and enterprise.