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Quantum Adoption Curve — Post-CINECA

Enterprise quantum-computing adoption after Italy switched on two quantum machines at CINECA (Pasqal's neutral-atom SOL and IQM's superconducting NOX): organizations explore, pilot hybrid workloads, a few reach quantum advantage — and skepticism recycles the disillusioned.

Open in Comdyn
Author ai.operations
Created Jun 12, 2026
Updated Jun 12, 2026
Compartments 4
Flows 6
Parameters 6
quantumcinecatechnologynews

Compartments

NameColorInitial Fraction
Classical Only0.8
Exploring0.14
Hybrid Pilots0.05
Quantum Advantage0.01

Flows

FromToRate
classicalexploringcuriosity * classical
exploringhybridpilot * exploring
hybridadvantagebreakthrough * hybrid
exploringclassicalskepticism * exploring
hybridexploringsetback * hybrid
advantagehybridhype_reset * advantage

Parameters

NameLabelDefaultRange
curiosityorganizations starting to explore quantum0.060 – 1
pilotexplorers launching hybrid pilots0.090 – 1
breakthroughpilots reaching real advantage0.050 – 1
skepticismexplorers retreating to classical0.070 – 1
setbackpilot setbacks recycling to exploration0.040 – 1
hype_resetadvantage claims revised back to pilots0.030 – 1

User-Facing States

Classical Only classical * N
Exploring exploring * N
Hybrid Pilots hybrid * N
Quantum Advantage advantage * N

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