New Study: More than Two-thirds of Quantum-Adopting Global Enterprises Dedicated at Least $1M to Quantum Computing Initiatives in 2022; a 2.5x Increase Over 2021

New Study: More than Two-thirds of Quantum-Adopting Global Enterprises Dedicated at Least $1M to Quantum Computing Initiatives in 2022; a 2.5x Increase Over 2021

Zapata’s Second Annual Report on Enterprise Quantum Computing Adoption Uncovers Emerging Trends and Illuminates Steady Progress with Enterprise Decision-Makers


BOSTON (January 11, 2023)Zapata Computing, a leading enterprise quantum software company, today announced the findings from its Second Annual Report on Enterprise Quantum Computing Adoption. The report reveals a deepening commitment from enterprise that points to a maturing industry with widespread, global interest and increased urgency regarding post-quantum cybersecurity threats. 

The growing interest in quantum is translating into spending, demonstrated by the majority (71%) of quantum-adopting enterprises surveyed having current quantum computing budgets of more than $1 million. This finding represents a 2.5X increase over 2021, where only 28% of quantum-adopting respondents indicated that they had a quantum computing budget of more than $1 million. 

Considering this net-positive shift in budgets, it’s no surprise that 74% of enterprise leaders have adopted or are planning to adopt quantum computing. Interestingly, nearly a third (30%) of respondents that have adopted or plan to adopt quantum computing expect to see a competitive advantage due to quantum computing within the next 12 months. This represents a more than a sevenfold increase year-over-year from 2021 (4%) and highlights the growing commitment to near-term quantum computing initiatives as the technology continues to mature. 

“We’re getting a unique glimpse into the quantum adoption mindset of global enterprise executives, which mirrors what we’re seeing in our customer base,” said Christopher Savoie, CEO and Co-founder of Zapata Computing. “These findings become more interesting when compared to the data we saw last year. Over the past 12 months, we’ve seen significant new developments in technology, particularly generative AI, and near-term advantages from quantum-inspired technologies that are fueling the momentum for quantum computing planning and adoption. As a result, more enterprises are exploring what’s possible with the hybrid quantum classical compute capabilities of today and how the potential of quantum computing may impact their competitive position — and ultimately their business results.” 

Additional key findings from the study include: 

  • Machine Learning and Data Analytics Continue to Be the Leading Quantum Use Cases: Beyond one-off experiments, enterprises are focused on well-defined use cases and problems, with 71% of quantum-adopters indicating they were focused on machine learning/data analytics problems, up from 55% in 2021.  
  • Vendor Lock-in Concerns Are Nearly Universal: Nearly all (91%) respondents indicate they are concerned about vendor lock-in, which becomes a concern when a technology is on the verge of being used to address real-world, commercial-grade challenges. It’s too early to tell which hardware architecture will prevail, and adopters are wary of implementing a paradigm that may not be the best for their needs in the long term. 
  • Post-Quantum Cybersecurity Threats Loom Large: In addition to being the biggest challenge to quantum adoption cited by respondents, nearly two-thirds (65%) of respondents are extremely or very concerned about post-quantum cryptography (PQC), and 63% of respondents are actively working with a vendor to prepare. The concerns reflect both the magnitude of the threat posed by quantum computers and the absence of clearly reliable solutions.  
  • Integration Challenges Remain an Obstacle to Adoption: The complexity of integrating quantum computing with existing IT stacks fell just behind security concerns as the top hurdle to quantum adoption. The persistence of this challenge was also reflected by the top considerations for selecting quantum vendors, with 51% prioritizing easy-to-use solutions and 50% prioritizing easy integration with existing IT.  
  • Expectations of Better Business Results Drive Quantum Adoption: The top motivation for exploring quantum computing is driving better performance and business results, with 70% of quantum-adopting respondents citing this motivation, up from 60% in 2021. 
  • Enterprises Get Tactical about Quantum Adoption: Enterprises are taking tactical steps to make quantum computing a reality, with respondents noting that they are building new applications (48%), running experiments on quantum hardware or simulators (62%), and experimenting and building proofs of concept (51%). Each of these steps saw increased activity by enterprises in 2022 compared with the previous year. The biggest shift was towards running experiments on quantum hardware, which grew from 48% of enterprises in 2021 to 62% in this year’s study.  
  • Quantum Adoption Outpaces AI Adoption: Enterprise leaders say they are adopting quantum technology more quickly than they did artificial intelligence (AI). Nearly half (49%) of respondents say they are deploying quantum more quickly than they did with AI, with only 17% indicating they’re taking a slower pace.  

For a full copy of the Second Annual Report on Enterprise Quantum Computing Adoption, please visit: 


About Zapata Computing
Zapata Computing, Inc. is a leading enterprise quantum software company. The Company’s Orquestra® platform supports the research, development, and deployment of quantum-ready applications® for enterprises’ most computationally complex problems. Zapata has pioneered new methods in ML, optimization, and simulation to maximize value from near-term quantum devices, and works closely with ecosystem hardware providers such as Amazon, D-Wave, Google, NVIDIA, Quantinuum, IBM, IonQ and Rigetti. Zapata was founded in 2017 and is headquartered in Boston, Massachusetts. For more information, visit  


About The Second Annual Report on Enterprise Quantum Computing Adoption
The study was commissioned by Zapata Computing and conducted by Wakefield Research in November 2022. It includes the responses of 300 decision-maker-level leaders at large global enterprises (CIOs, CTOs and other VP-level and above executives) with estimated 2022 revenues of over USD $250 million, and estimated computing budgets over $1M. Respondents were recruited solely by Wakefield Research, screening only for enterprise size, revenue, estimated computing budget, and seniority level — they were not recruited from Zapata contacts. 


Media Contact: 

Dan Brennan