Embracing the Quantum Economy 2024
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Use case impact analysis for financial services FIGURE 11
Quantum sensing Quantum communications and security Quantum computingLow Medium High Very high
FeasibilityBusiness value
Research PoC/PoV3Scaled Pilot4
213
9 1067
53
121 81142
139
106
753
121
8
11Currency trading (being used by
companies such as Toshiba and
Dharma Capital)
Financial crash estimation in
enterprises (Yapi Kredi Bank,
D-Wave)
Reinsurance optimization (AXA)
Credit card payment fraud
detection (Rigetti, HSBC,
University of Edinburgh, National
Quantum Computing Centre)
Detecting magnetic anomalies in
transactions
Infrastructure integrity monitoring
(gravimeters)
Accurate time stamps for
financial transactions (quantum
clocks)
More resilient keys for secure
encryption and authentication
(QRNG,¹ used by HSBC,
Quantinuum)
Detection of tampering of ATM
machines (quantum acoustic
sensors)
Distributed quantum sensor
detection systems
Physical encryption network
(PQC/QKD,² used by HSBC, BT,
Toshiba; JP MorganChase,
Ciena, Toshiba)
Synthetic data generation for
traditional ML
Settlement optimization of
securities transactions (Bank of
Italy, Intesa Sanpaolo, IBM,
universities of Exeter and Verona)
In the rapidly evolving landscape of financial
services, prioritizing security while managing
regulatory requirements is of paramount
importance. Examples in optimization, ML and
simulations offer a great start to challenge the
existing technologies and systems used in
businesses today that leverage conventional
computing and sensing systems. To support
strategic decision-making, here’s a concise
synthesis of the quantum technology use cases in
financial services, focusing on actionable insights:
1. Prioritizing an upgrade to quantum for
banking transactions by adopting approaches such as QRNG (use case 8), QKD and PQC
(use case 11). These technologies can offer
increased protections against future quantum
computers in two ways: (1) protecting data
that is stolen today from being decrypted later
and (2) protecting future systems from being
impersonated once a cryptographically relevant
quantum computer (CRQC) is available to
break encryption. Quantum communication and
security is capable of scaling in the near term so
strategic investments today will grow with time
and safeguard financial infrastructure for years
to come.3.2.1 Financial services
Source: World Economic Forum in collaboration with Accenture
Note: 1 Quantum random number generator, 2 Post-quantum cryptography/quantum key distribution, 3 Proof of concept/proof of value
Embracing the Quantum Economy: A Pathway for Business Leaders
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