Quantum for Energy and Utilities 2026
Page 36 of 45 · WEF_Quantum_for_Energy_and_Utilities_2026.pdf
Technology adoption actions across five key areas FIGURE 11
Adoption action (strategy)
Pilot on clear pain points
Co-fund with partners or public programmes
Integrate quantum into existing strategy
Pursue quick wins with long-term upside
Set quantitative pilot KPIs
Appoint senior value sponsor
Create reusable ROI and business-case tools
Replace costly or painful analyses first92%
69%
58%
50%
46%
42%
38%
27%
Adoption action (technology)
Set technical acceptance criteria
Focus early pilots on hybrid approaches
Document and share lessons from failures as well as successes
Participate in joint benchmark exercises
Limit operational pilots to non-critical or shadow modesRe-use existing HPC/AI infrastructure and workflowsWork with specialized partners with energy-specific expertiseUse realistic test cases based on actual system models81%
81%
69%
69%
58%
54%
50%
46%
Adoption action (data and integration)
Start with use cases needing limited high-quality data
Standardize data formats and interfaces
Allocate a dedicated integration champion for each pilot
Create clean reference models for key systems
Involve OT/SCADA and IT teams from day oneBuild APIs and adapters for operational integrationUse synthetic or anonymized datasets for early testsCreate a shared internal library of models and datasets72%
64%
52%
52%
48%
44%
36%
36%
Adoption action (security and compliance)
Develop a quantum-safe security roadmap
Work with regulators on acceptable quantum use
Involve cybersecurity and compliance teams from day one
Conduct a crypto and security audit
Create incident and fallback proceduresRequire security and compliance clauses in vendor contractsStart pilot deployments of quantum-safe cryptographyEstablish clear data-handling policies88%
71%
71%
71%
67%
67%
54%
42%
Adoption action (people and culture)
Provide basic quantum awareness sessions
Encourage safe experimentation with no guaranteed ROI
Create mixed teams of domain and technical specialists
Include quantum topics in existing training programmes
Rotate staff through pilot projects for hands-on exposureRecognize pilot and learning time in performance objectivesUse storytelling and concrete examplesIdentify a small group of internal champions80%
68%
68%
64%
60%
48%
48%
32%
Source: Community survey, World Economic Forum’s Quantum for Energy and Utilities Working Group, February 2026.
Quantum for Energy and Utilities: Key Opportunities for Energy Transition
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