Skip to content
QSafe beta is open to banks and public-sector teams.

Quantum optimisation and simulation

We test whether quantum and quantum-inspired algorithms can improve hard optimisation and simulation problems such as routing, portfolio construction and molecular modelling. Every study is benchmarked honestly against the best classical method.

Honest benchmarks

Quantum hardware is improving quickly but is not yet better than classical computers for most business problems. We benchmark against strong classical solvers and tell you where quantum helps and where it does not.

Ready when hardware is

Problem formulations, hybrid pipelines and team skills built now can move to better hardware as it arrives.

What we do

Feasibility studies

Is your problem a good fit for quantum methods?

Hybrid algorithms

QAOA, VQE and quantum-inspired solvers.

Simulation

GPU-accelerated circuit simulation at scale.

Hardware access

Runs on multiple vendors through cloud platforms.

How we deliver it

  1. Frame

    Translate the business problem into an optimisation model.

  2. Benchmark

    Establish the best classical baseline.

  3. Experiment

    Quantum and quantum-inspired runs on simulators and hardware.

  4. Report

    Clear findings and a roadmap.

Last updated

Questions people ask

Can quantum computers solve business problems today?

For most production workloads, not yet better than classical computers. Early advantage is being explored in optimisation, simulation and chemistry, which is why we benchmark carefully.

Talk to us about quantum optimisation and simulation

A senior engineer will reply within one working day.

Start a project