Quantum Computing & API Services
Quantum computing is a long-term research initiative at UKQAAI. We study quantum algorithms and hybrid quantum–classical machine learning, and experiment with cloud quantum APIs. These activities are exploratory and are not yet offered as production services.
Problems we address
Challenges we help solve.
- Uncertainty about where quantum computing will — and will not — matter
- Difficulty separating real capability from hype
- Lack of in-house familiarity with quantum software tools
Services offered
What this initiative covers
Quantum computing research
Studying quantum and hybrid algorithms, with a focus on machine learning applications.
Quantum algorithm exploration
Prototyping algorithms on simulators and publicly available cloud quantum hardware.
Quantum API integration
Exploring how cloud quantum services can be called from conventional applications.
Emerging technology consulting
Plain-language briefings on quantum and other emerging technologies for decision-makers.
Technology stack
Tools we use
- Qiskit
- PennyLane
- Cirq
- Python
- Cloud quantum simulators
Industry applications
Where it applies
- Research organisations
- Universities
- Technology teams
Development approach
How we work on it
- Step 1
Learn
Track the research literature and tooling closely.
- Step 2
Experiment
Run small, honest experiments on simulators and cloud hardware.
- Step 3
Share
Publish findings and discuss them openly with collaborators.
- Step 4
Prepare
Help partners build readiness without overpromising.
Interested in collaborating?
We welcome conversations with researchers and organisations exploring this area.