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    Paul Chada
    2026-02-26

    The 'Act' Threshold

    For decades now, enterprise automation could handle the routine but couldn't touch the work that required judgment. That just changed. From IBM's $40 billion single-day loss to Andrej Karpathy's observations on the December capability shift, Paul makes the case that the gap between good AI and great AI is no longer academic. It's operational.

    If you're like most knowledge workers, you'll spend the next several minutes or more hunting for context, deciphering what the AI actually did, and figuring out what you're supposed to do next.

    Imagine stepping into a bustling AI conference. Booths line the walls, each festooned with the latest slogans about "intelligent agents," "agentic AI" and "enterprise-ready AI." ...

    The air in Silicon Valley crackles with both excitement and anxiety. Headlines blare: “95% of generative AI projects are failing—tech bubble imminent?” Meanwhile...

    In the rapidly evolving landscape of artificial intelligence, a quiet revolution is taking place. While headlines focus on the latest large language models and their capabilities, a more fundamental shift is occurring in how AI systems interact with data, tools, and services.

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    Solutions Made Simple Case Study

    Case Study

    Our client, Solutions Made Simple, faced significant challenges in extracting tax and payroll information from diverse reports and documents. This manual process was time consuming and prone to errors. By implementing DoozerAI's virtual worker, Emily, they transformed their operations, achieving remarkable efficiency and accuracy.

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    Hunter - Digital Marketing Assistant Case Study

    Case Study

    Hunter, our social media assistant doozer, creates tailored social media content for multiple clients by harvesting news and blogs from the web. Hunter learns about each client's business to provide daily LinkedIn posts that engage and educate their audience while promoting their brand.

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    P. McCaul Consulting Engineers Case Study

    Case Study

    P. McCaul Consulting Engineers faced challenges in monitoring EU government tender portals for potential contracts. Having previously missed out on multi-million € contracts due to misfiled jobs on the tender portal, DoozerAI provided a virtual worker, Trevor, transforming their assessment process, ensuring they never again miss a potential tender opportunity.

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    DoozerAI Agent Platform

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    Scale Your Operations with Ready-to-Deploy Digital Workers. With DoozerAI, deploy specialized AI agents that automate finance, marketing, operations, and sales workflows— delivering measurable productivity gains in weeks, not months. Our business-ready agents work from day one, with proven ROI across growing businesses like yours.

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