#341 Celia Merzbacher: Beyond the Buzzword: The Real State of Quantum Computing, Sensing, and AI in 2025

What It Covers

Celia Merzbacher, executive director of the Quantum Economic Development Consortium (QEDC), presents data from five years of quantum industry surveys, covering market growth rates, enterprise readiness, quantum sensing, the AI-quantum intersection, and realistic timelines toward utility-scale quantum computing across sectors including pharmaceuticals, finance, and energy.

Key Questions Answered

• •Market growth trajectory: Quantum industry revenues are growing approximately 27% year-over-year, and actual figures consistently exceed prior-year estimates, suggesting the industry's own forecasts are systematically conservative. Quantum sensing is a separate $300–400M market growing at a similar 25–30% annual rate. Investors are increasing capital deployment as the utility horizon narrows to three to five years.
• •Quantum winter risk mitigation: Government investment through the National Quantum Initiative Act of 2018 — currently up for reauthorization — buffers the quantum sector from private investor sentiment swings that triggered previous tech winters. Enterprises monitoring policy signals, including a potential executive order, can use these as leading indicators of sector stability before committing internal resources.
• •Enterprise readiness roadmap: Organizations should begin quantum preparation in three stages: first, follow industry bodies like QEDC for low-cost awareness; second, engage a part-time consultant to brief senior leadership; third, build internal capability as use-case relevance becomes clear. Quantum adoption will not replace classical systems but will enable entirely new problem classes, particularly optimization at scales currently impossible.
• •Three hardware pillars to track: Progress toward utility-scale quantum computing depends on three parallel tracks — qubit hardware scaling, error correction schemes, and algorithm development. Algorithm discovery is currently the least-resourced pillar. The US government's Genesys AI program has designated "discovering quantum algorithms" and "realizing quantum systems" as two of 26 national science and technology challenges, signaling federal funding priority.
• •Quantum sensing as near-term revenue: Unlike quantum computing, quantum sensing applications are already reaching clinical trials and commercial markets. Quantum-based atomic clocks underpin GPS and financial transaction timestamping today. Defense applications — including GPS-denied navigation — are driving government procurement. Enterprises in logistics, defense, and biomedical sectors should evaluate quantum sensing on a shorter adoption timeline than quantum computing.