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The disciplined 18-month roadmap for mid-sized Indian enterprises to break the AI PoC cycle

The corporate world is awash with AI ambition, but separating genuine, value-driven transformation from superficial rebranding remains a critical challenge for business leaders. For Sandeep Shah, a seasoned tech expert from Gujarat, artificial intelligence must be viewed through a lens of strict operational utility. He argues

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  • Market Updates, MSME
  • May 1, 2026
    From Policy to Platform: How Government AI Initiatives Are Reshaping India’s MSME and Startup Ecosystem

    India’s AI story is no longer confined to elite research labs or global tech giants. It is steadily diffusing into the country’s economic core—its MSMEs and startups, which collectively form the backbone of India’s innovation and employment landscape. What is driving this shift is not just

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    Dark Factories in India: Between Aspirational Leap and Structural Reality

    India’s manufacturing narrative is at an inflection point. As the country pushes toward becoming a $1 trillion manufacturing economy, a new concept has begun to capture boardroom imagination—the “dark factory.” A factory so automated that it does not require human presence on the shop floor, and

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  • AI, Market Updates
  • May 1, 2026
    AI Growth in India Under Energy Stress Amid Iran War: Structural Risks and Strategic Realignments

    The ongoing Iran conflict introduces a systemic shock to global energy markets, with disproportionately high implications for AI infrastructure growth in energy-import-dependent economies like India. As highlighted, disruptions in the Strait of Hormuz and damage to Gulf energy assets are constraining oil and gas supplies, triggering

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    From Surveillance to Intelligence: How AIVID.AI is Turning Every IP Camera into a Real-Time Decision Engine

    AIVID.AI is a pure-play AI video analytics company redefining how enterprises extract value from their existing CCTV infrastructure. Rather than asking organisations to rip and replace costly surveillance hardware, AIVID overlays purpose-built AI on top of live IP camera streams — delivering real-time operational intelligence across

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    When Identity Meets Behaviour: The Next Frontier in Public Safety

    Proving your identity used to mean handing over a document. Soon, it may require nothing more than walking through a door. Across airports, transport hubs, and critical infrastructure sites, AI-powered biometric systems are replacing manual checks with touchless, real-time verification. Behavioural analytics are enabling authorities to

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    Unlocking ISV Growth: Strategy, AI, and Multi-Cloud Mastery

    Manish Tandon, Managing Director, Questa Software Systems, Mumbai, brings over two decades of experience helping Independent Software Vendors (ISVs) navigate the fast-evolving intersection of cloud, artificial intelligence, and enterprise software strategy. As vertical SaaS matures and hyperscaler marketplaces reshape distribution, ISVs face a defining set of

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    From Data to Decisions: Why Enterprises Must Evolve Beyond Systems of Record

    For decades, the corporate blueprint for growth has been synonymous with digital adoption. From the massive ERP implementations of the 1990s to the recent scramble for SaaS-based sustainability trackers, enterprises have become expert collectors of data. Yet, despite trillions spent globally on digital transformation, a fundamental

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    Data is the New Oil, while the Data Center is the Powerhouse, and AI is the New Electricity

    In the rapidly evolving industrial landscape of Gujarat, the conversation has shifted from digital transformation to an absolute mandate: the adoption of Artificial Intelligence. For Small and Medium Enterprises (SMEs), which form the backbone of the state’s economy, AI is no longer a futuristic luxury but

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