blogs
All posts →- Latest postThe Governance Challenge of Agentic AI: Innovation Without Losing Control
Agentic AI governance is architecture, not documentation. Controls have to live in the execution path: scoped identities, deterministic enforcement, tracing, containment, and named ownership.
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Earlier
All posts →publications
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Behind Every Autonomous Agent Is a Nervous Human — CIO&Leader. As agents gain permission to act, the real bottleneck becomes accountable authority: if nobody can name the human or insurer that owns the downside, the agent is still a demo. - The Governance Challenge of Agentic AI: Innovation Without Losing Control — CIO&Leader. Agentic AI governance is not just a model-risk problem: agents act with real credentials, so enterprises need scoped identities, deterministic controls, tracing, containment, and named ownership before they scale.
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AI Agents Are the New Apps: Why the Next Billion-Dollar Companies Will Be Built Differently — CXOToday. Apps were deterministic and cheap to scale; agents are probabilistic and pay for every action. The next billion-dollar agent companies will be the ones that build cost discipline, trust machinery, and distribution in from day one instead of deferring them.
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AI Teams: The New Blueprint for Enterprise Automation — VentureBeat. Monolithic AI models giving way to multi-agent systems (MAS) for enterprise automation. Teams of specialized AI agents collaborate on complex workflows; humans move to strategic oversight.
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Beyond the Model: The Real War for AI's Future — The AI Journal. The competitive frontier shifting from model development to control of the AI stack—hardware, inference, data orchestration.
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How Can Indian Startups Hire the Right Technical Talent — Inc42. Guidance on hiring through networks, targeted outreach, community building, structured evaluation.
press
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Analytics Insight Podcast — Why AI Agents Will Become the New Operating System of Business On agents that complete business workflows, the shift from growth hacking to growth engineering, and why learning from human corrections matters. Watch on YouTube → -
Entrepreneur India — Rise of Vibe Coding & Seismic Reset of the Software Industry On how vibe coding lowers the cost of experimentation while raising the bar for engineering judgment, product intuition, and defensible moats. -
Complete AI Training — AI-generated ads match human-made creatives in video completion rates On AI-generated video ads matching human-made creatives, localization at scale, and why relevance still matters more than authorship. -
MIT Sloan Management Review India — Indian Companies Must Redesign Work as AI Deployment Accelerates On why AI agents create contributors with capability but no accountability, and why leaders need clear delegation rules, quality thresholds, and human ownership. -
Mauve — Parminder Singh on AI That Gets Work Done AI's value isn't in generating content but in completing operational workflows — on automating repetition while people focus on strategy, judgment, and outcomes over features. -
Rediff — Platforms Told To Prevent Child Exploitation Content On why child exploitation networks deliberately operate in grey areas using coded language, evasion tactics, and how most detection models miss regional dialects and local slang. -
Business Standard: Digital platforms must implement prevention by design to prevent CSEAM On why detection alone fails for CSEAM, and why platforms need prevention by design plus systems that handle context, not just known hashes. -
IIIT Hyderabad — Winning Hearts and Awards — From border-town childhood and IIIT with Prof. CV Jawahar and PJN to Flipkart, Hansel.io (acquired), and Redscope.ai—mentors, awards, and the story behind the playbook. -
IBTimes India — From VC-Backed to Bootstrapped: Why This Founder Is Betting Big on AI Agents — Profile on Redscope.ai's bootstrapped approach, the agent-led future of sales, and why deep workflow integration is the real moat for AI startups. -
Entrepreneur India — Humble Beginnings to the AI Frontier — Profile on the journey from Flipkart to Hansel.io to Redscope.ai: rapid iteration, key pivots, and AI-driven sales. -
TechBullion — How Hansel.io Broke the Mobile App Bottleneck — In-depth feature on Hansel.io's journey: the strategic pivot from bug-fixing to empowering product managers, adoption by Paytm and Ola, and acquisition by NetcoreCloud. -
CustomerLand — Netcore acquires Hansel.io to create intelligent customer experience cloud — Coverage of the acquisition of Hansel.io by NetcoreCloud.
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PR Newswire — Hansel launches user drop-off management platform in US market — Press release announcing Hansel.io's US market expansion.
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TechCrunch — Hansel raises $4M — Funding announcement for Hansel.io's Series A round. -
Endiya Partners (Medium) — A conversation with Hansel.io — Q&A on runtime feature management and mobile infrastructure.
advisory
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2026-present Sectorial Committee Member — SucSEED Indovation Fund — Member of the Fund's Sectorial Committee (SucSEED Indovation Ventures LLP), $32M venture fund, providing sector expertise and guidance on growth-stage, emerging-technology investments. -
2026 Program Committee Reviewer — IFIP SEC 2026 — Program Committee member for IFIP SEC 2026, contributing peer reviews and recommendations for paper selection. -
ongoing Resident Mentor — CIE IIIT Hyderabad (DeepTech) — Serving as a Resident Mentor for CIE IIITH DeepTech startups, supporting founder mentoring, structured interventions, and strategic guidance for Seed to Growth stage ventures.
activities
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Speaker, O'Reilly Software Architecture Superstream — O'Reilly Software Architecture Superstream: Building Architectures for Agents (and Humans). Talk on durable execution, autonomy, and statefulness for production-grade AI agents. -
2026 Speaker, Building Durable, Long-Running Autonomous Agents — Speaker @ AI Council 2026. San Francisco. Talk on durable execution, durable autonomy, and durable statefulness for resilient agentic systems. Read my reflections → -
2026 Mentor, AI Entrepreneurship class — UC Berkeley Haas School of Business. -
2026 Podcast, From Flipkart Mobile Guy to AI Founder — Candid conversation with Rachit Magon on bootstrapping RedScope.ai: technical architecture, mindset shifts for modern GTM, and lessons from the founder's journey. - 2025 Jury Panel, Avishkar Winter Cohort 2025 — CIE IIIT Hyderabad. Pitched across DeepTech, MedTech, MediaTech, and Mobility.
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2025 Speaker, Power BI & AI Summit 2025 (Microsoft India) — Speaker on "Challenges in Building Agentic Systems" at Microsoft Gurugram. -
2025 Speaker, OpenSearchCon — "Challenges in Building RAG Systems (and solutions using OpenSearch)" at OpenSearchCon India 2025. -
2025 Speaker, CIE-IIITH — "The Startup Pitch Playbook" at CIE IIIT Hyderabad.
education
B.Tech — Computer Science, International Institute of Information Technology (IIIT Hyderabad), June 2009.
High School, DAV College, Chandigarh, June 2005.