Quantum computing has no shortage of big headlines: drug discovery, cryptography, exotic materials, and all the sci-fi stories we love. But every once in a while, a conversation forces you to widen your perspective. My recent interview with Marouane Salhi, physicist and CEO and co-founder of Qubit Engineering, did precisely that. He brought a grounded clarity that shifted my understanding of where quantum is headed and why the first wave of real impact may come from unexpected places.
This was not abstract theory. It was a masterclass in how quantum, even in its early and imperfect phase, is already rewriting what is possible.
The First Quantum Wins Will Not Be Flashy. They Will Be Foundational.
Like many people who follow the field, I used to think about quantum breakthroughs in terms of biology, chemistry, or codebreaking. Marouane shifted the conversation to something entirely different: wind farms, power grids, and large-scale optimization problems.
If that sounds unglamorous, that is precisely the point.
He explained how wind farm layout optimization becomes a perfect quantum problem when modeled as a network of nodes and edges. Each turbine influences the others through wake effects, creating an enormous search space that explodes into billions of possibilities. On a supercomputer like Titan, brute-forcing the search would take about 31 years. A quantum-inspired solver can evaluate this space in microseconds.
That contrast changed my thinking. The first industries transformed by quantum will not be the ones chasing moonshots. They will keep our infrastructure running.
And that is genuinely exciting.
Because if quantum can solve the so-called boring problems, it can change everything.
Quantum-Inspired Solvers Are the Real On-Ramp, and They Are Already Winning
Another insight that left a strong impression was this: Qubit Engineering did not wait for perfect quantum hardware. They experimented with D Wave machines but eventually moved toward quantum-inspired solvers, classical algorithms built with quantum principles in mind.
And here is the surprising part.
These solvers often outperform the classical engineering methods that have been standard for decades.
This reframes the entire narrative. Instead of waiting for fault-tolerant machines, organizations can rethink their problems through a quantum lens today and achieve real results.
Marouane is not selling hype. He is demonstrating a path forward that already works.
The Future Is Hybrid, and the Bridge Between Classical and Quantum Will Be the Breakthrough
When I asked Marouane to imagine the next 10 to 15 years, he focused on a theme that will define the industry’s next phase: hybrid quantum-classical computing.
Not quantum replacing classical.
Not classically holding the line.
But both systems are working together, each taking on the parts they handle best.
He believes one of the most significant engineering challenges ahead will be determining how to split tasks between the two types of systems. That is where the next generation of breakthroughs will appear.
This vision is both pragmatic and ambitious. Quantum becomes an extension of classical systems, not a competitor.
The Most Valuable Skill in Quantum Is Cross-Disciplinary Fluency
The final insight, and the one that stayed with me personally, was his view on talent.
He did not say everyone must become a physicist.
He did not suggest that software developers need to reinvent themselves.
Instead, he emphasized the importance of interdisciplinary teams. Quantum innovation will come from physicists, engineers, computer scientists, developers, and domain experts learning to collaborate. The people who will thrive are those who understand their field deeply and know how to communicate across disciplines.
It aligns perfectly with what we spotlight at Impact Quantum: adaptability, curiosity, and community.
Why This Conversation Matters
Talking with Marouane reinforced something I have believed for a long time. The quantum shift is not one dramatic moment. It is a collection of small but powerful steps. Many of them are happening quietly, far from the headlines, and they are already reshaping the world.
Quantum will not start by curing cancer.
It will start by optimizing wind farms.
It will start by stabilizing power grids.
It will start with the invisible problems that allow modern life to function.
And that is exciting in a way that feels real and immediate.
