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Can UPI Become the Native Payment Interface for Billions of AI Agents?

By Vijeth Shivappa As AI agents begin searching, negotiating and purchasing on behalf of people and enterprises, the strategic question is no longer whether machines will transact—but how human authority, payment execution and accountability will be connected. Artificial intelligence is rapidly moving beyond answering questions and generating content. The next phase of AI will involve autonomous agents that search for products, negotiate with service providers, book...

AI Agent Governance: Why It’s Enterprise AI’s Biggest Challenge in 2026

By Vijeth Shivappa Enterprise AI is entering its next major phase. Only a year ago, the industry's attention was focused almost entirely on foundation models. Organizations compared benchmark scores, debated the merits of proprietary versus open-source models, and searched for the model that could generate the most accurate responses. Today, that conversation has shifted dramatically. The new enterprise AI race is no longer about deploying smarter...

USEReady’s Lalit Bakshi on Winning the Mid-Market With Self-Funded AI

In this conversation with CXO XPERTS, explains why the firm is now pushing into the mid-market — and why AI, more than pricing, is the real unlock. He discusses outcome-based pricing that removes upfront cost, how contract and invoice data can self-fund an enterprise AI budget, why overcoming organizational resistance comes down to speed of first results, and what a realistic AI adoption roadmap...

Building Enterprise AI That Delivers Measurable Business Impact: Aksheshkumar Ajaykumar Shah

As enterprises move beyond AI experimentation and toward real-world deployment, the conversation is shifting from hype to outcomes. For Aksheshkumar Ajaykumar Shah, Founder and CEO of Cogniify.ai, that shift is exactly where the industry needs to focus. An AI entrepreneur and applied machine learning leader with experience across Google, C3 AI, Fractal and VideoAmp, Shah has worked on large-scale systems spanning NLP, LLM optimization, predictive...

Claude Fable 5 & Mythos 5: A Comprehensive Analysis by Vijeth Shivappa

By Vijeth Shivappa Mythos-class models represent a new tier of Claude models that sit above the Opus class in capability. The first in this lineage, Claude Mythos Preview, was released in April through Project Glasswing. Claude Fable 5 and Mythos 5 now follow as the next step. The naming is deliberate and layered. Fable derives from the Latin fabula, meaning “that which is told,” and is closely...

The Tokenization Race: How Wall Street’s Big Three Are Reshaping Digital Asset Infrastructure

By Vijeth Shivappa In the rapidly evolving landscape of digital finance, three major financial institutions have emerged with fundamentally different approaches to asset tokenization. BlackRock's BUIDL, Goldman Sachs' GS DAP, and J.P. Morgan's Kinexys represent divergent strategic visions for the future of on-chain finance, each targeting distinct segments of the institutional market with purpose-built infrastructure. While all three initiatives share the common goal of modernizing financial...

Siteshwar Srivastava on Building Secure, Scalable Digital Infrastructure for India

India’s digital infrastructure continues to expand across citizen services, identity systems, financial inclusion, and mission-critical government platforms, the demand for secure, scalable, and resilient technology has never been higher. In this environment, organisations are being asked not only to deliver services efficiently, but also to build the trust, compliance, and operational stability that large-scale digital ecosystems require. At the centre of this effort is Mr....

How Purpose-Built Silicon Is Redefining AI Infrastructure: Navin Bishnoi, Marvell Technologies

As AI adoption accelerates across cloud, enterprise, data centre and connected device ecosystems, the conversation around infrastructure is shifting quickly. The real challenge is no longer just about building faster compute, but about creating the underlying semiconductor, networking, storage and security layers that can support data-intensive workloads at scale. That is where the role of purpose-built silicon is becoming increasingly important. In this context, Naveen...

Prasenjit Roy on AI-Led Enterprise Transformation in India

Indian enterprises have made significant progress in digitization over the past decade, accelerated further by cloud, data, and AI adoption. However, true transformation goes far beyond layering technology onto existing processes. It requires a fundamental rethink of business models, operating structures, and leadership accountability. In this conversation, we explore the mindset shifts, sectoral inflection points, and execution disciplines required for enterprises in India to...

Benjamin Lin on Delta Electronics’ AI Data Centre Push and India Growth Strategy

Delta Electronics sits at the intersection of power, cooling, and sustainability — the three pillars that will determine whether this ambition succeeds, as India races to build AI-ready infrastructure. CXO XPERTS sat down with Benjamin Lin, President of Delta Electronics India, to understand what the company is building, where it is investing, and how it intends to lead in one of the world’s fastest-growing data...

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CSM Technologies Achieves ISO/IEC Certification, Formalises AI Governance Framework Across GovTech Portfolio

The independent certification covers CSM's AI, machine learning and generative AI solutions, and comes as clients and regulators worldwide push for stronger AI oversight CSM Technologies Limited, a Bhubaneswar-headquartered GovTech and enterprise IT solutions company, has been certified to ISO/IEC 42001:2023, the world's first international standard for Artificial Intelligence Management Systems (AIMS). The certification follows an independent audit and covers the company's end-to-end technology services....

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