Quantum Technologies Key Opportunities for Advanced Manufacturing and Supply Chains 2025
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Early quantum technology case studies
(non-exhaustive) across supply chains
CASE STUDY 9
Optimizing supply chain logistics using quantum
computing at the Port of Los Angeles
The Port of Los Angeles, the largest container port in the US,
serves as a critical hub for global supply chains. With over 10
million containers processed annually, even small inefficiencies can
cascade into major delays and significant costs for manufacturers
and logistics partners. Traditional scheduling systems at the port
struggled to adapt to dynamic conditions, leading to long truck
wait times, excessive crane movements and underused resources.
To address increasing volumes, unpredictable arrivals and growing
complexity in scheduling, the team at Pier 300, one of the port’s
largest terminals, reimagined their logistics strategy.
Pier 300 implemented a new optimization engine based on hybrid
quantum computing annealers, which have 99.999% availability.
This system simulates and analyses over 100,000 cargo-handling
scenarios and optimizes truck-to-crane assignments.
Resource use improved significantly when compared to the
scheduling system previously in use, with crane use reduced
by nearly 40%, leading to lower labour and equipment costs.
Operational productivity increased, as each crane’s average
daily travel distance dropped by nearly one-third, and container
deliveries per crane rose by more than 60%. For truckers and logistics partners, average pickup times fell by nearly 10
minutes per visit, and in some cases, wait times reduced by up
to two hours. These gains translated into substantial business
value, including tens of millions of dollars in annual savings
and increased asset value for the terminal. This case study
demonstrates that quantum computing can unlock new levels
of efficiency in complex supply chain environments.28
Layering quantum optimization into our truck-
to-crane appointing process proved remarkably
effective. Every few minutes across two shifts
daily, a D-Wave quantum computer intelligently
appoints trucks to specific cranes, solving these
hard optimization problems in real time. We’ve
achieved measurable efficiency gains with solid
KPIs, demonstrating quantum computing’s
practical value in logistics.
Ed Heinbockel, Chief Executive Officer, SavantX
CASE STUDY 10
Strengthening of manufacturing and supply chain
operations with quantum-enabled navigation
Modern manufacturing and supply chain operations increasingly
depend on precise navigation systems to ensure efficiency,
safety and continuity. However, the growing threats such as GPS
jamming and spoofing have exposed vulnerabilities in satellite-
based navigation, posing critical operations at risk across sectors
such as aerospace, automotive, electronics and logistics. To
address these challenges, industry leaders and government
agencies are validating alternative solutions that can operate
independently of satellite signals. One such approach involves
quantum magnetometer sensor-based navigation, which uses the
Earth’s magnetic field to provide robust, un-jammable positioning.
A leading example is the US Air Force’s validation of this
technology through over 200 hours of flight tests, more than 40 sorties, and participation in large-scale exercises across
diverse aircraft and geographies. These trials demonstrated
the technology’s ability to deliver reliable navigation in GPS-
denied environments and its readiness for integration into critical
platforms.29 The implications extend beyond aerospace. As
autonomous vehicles and advanced robotics become central to
logistics, companies require navigation systems that are resilient
to signal interference and adaptable to diverse environments.
Embedding quantum navigation modules into vehicles and
industrial systems supports safer operations, real-time asset
tracking and uninterrupted workflows. Hence, by adopting
quantum-enabled navigation, manufacturers and supply chain
operators can reduce operational risk, enhance product reliability
and support the digital transformation of their industries.Quantum computing
Quantum sensing
Quantum Technologies: Key Opportunities for Advanced Manufacturing and Supply Chains
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