About Quantum Opinion ( QuantOpinion.ai)

I’m Poonam Parihar, a deep-tech founder working across quantum sensing and edge AI. Quantum Opinion is a founder’s view of the quantum industry: where technical progress meets engineering, infrastructure, and commercial reality.

I write about the transition from promising quantum science to systems people can build, deploy, buy, and fund. That includes quantum sensing, computing, hardware roadmaps, error correction, enabling infrastructure, and the routes from research programmes to industrial applications.

The aim is to make complex developments legible without oversimplifying them: what has changed, what is technically credible, where the commercial opportunity lies, and what remains unresolved.

What you’ll find

• Founder field notes on building in quantum sensing, edge AI, and industrial technology

• Technical and market analysis of quantum hardware, sensing, computing, error correction, and infrastructure

• Commercial intelligence on use cases, adoption barriers, funding, partnerships, and routes to deployment

• Clear explanations for readers who want to understand the quantum economy beyond headlines and hype

This is independent, practitioner-led analysis for founders, engineers, researchers, investors, and industrial leaders following quantum’s path into real-world use.

Subscribe for full access to the newsletter, member-only analysis, and the archive.

Companion publications

My work covers quantum technology, AI, and deep-tech commercialisation.

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