Why Industrial AI Needs Native Architecture, Not Plug-ins
The most common mistake in industrial AI adoption is treating intelligence as an afterthought. Here's why that approach fails at scale.
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I'm Ebrahim Askari — entrepreneur, investor, and founder of Sparrow Quest.
We develop AI-native power electronics and drives products that redefine industrial performance.
With a background in power electronics and a forward-looking investment thesis in artificial intelligence, I founded Sparrow Quest to bridge a critical gap: industrial hardware that is designed from the ground up with AI at its core — not retrofitted.
My work sits at the intersection of deep technology, product strategy, and venture building. I work with engineers, investors, and pilot customers who share a conviction that AI will fundamentally reshape how power systems and drives are designed, operated, and optimized.
Read My StoryDomain expertise in drives, converters, and industrial power systems.
Strategic investor in AI-first ventures with industrial applications.
Building Sparrow Quest from concept to market-ready product.
Perspectives on AI, power electronics, venture building, and the industrial future.
The most common mistake in industrial AI adoption is treating intelligence as an afterthought. Here's why that approach fails at scale.
Read More →Conventional drives are reaching the limits of analog control. AI-native drives represent a step-change in what's possible.
Read More →Hardware has a reputation for being capital-heavy and slow. That's often true — but it's also the moat that matters.
Read More →Whether you're an investor evaluating deep-tech opportunities, an industrial company considering a pilot, or a professional looking to collaborate — I'd like to hear from you.