Classical-first, quantum-ready

Optimisation for operations that can't wait

Qatalyst turns operational constraints like power limits, fleet schedules, and port capacity into solve-ready models. Fast decisions by default. Quantum back-ends when scale demands it.

Faster decisions

Automated model generation and continuous re-optimisation as ground conditions shift. No manual maths. No waiting.

Operational clarity

Every constraint is explicit, auditable, and communicable across teams. The logic behind every recommendation is traceable.

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Decarbonisation-ready

Optimise time, cost, energy, and emissions in one decision layer. Built for the transition to electric freight.

From constraints to decisions

Four stages. Fully automated. The solver stays behind the scenes. You get assignments, schedules, and routes.

01

Capture

Operational rules, vehicle specs, power limits, and time windows are ingested as structured constraints.

02

Formulate

Constraints are compiled into a solve-ready optimisation model (MILP, QUBO, or hybrid) automatically.

03

Solve

Classical solvers run by default. Quantum or hybrid back-ends activate selectively when coupling and scale justify it.

04

Deliver

Clear outputs: charging schedules, route allocations, capacity plans. Full full constraint traceability.

Where Qatalyst fits

Operations where decisions are coupled, time-critical, and repeat daily.

Ports

Port & terminal operations

Berth allocation, yard scheduling, and gate coordination with coupled constraints across vessel windows and landside capacity.

Routing

Freight route optimisation

Multi-modal route planning with energy-aware SoC constraints, charging stop placement, and cross-channel corridor selection.

Resilience

Disruption response

Rapid re-optimisation when port closures, weather, or infrastructure failures force real-time schedule and route changes.

Solver-agnostic by design

One constraint model. Multiple solver back-ends. You choose classical now, add quantum when the problem outgrows it.

Interface

Decision outputs

Assignments, schedules, routes, and capacity plans surfaced via dashboard or API. Constraint audit trail included.

Engine

Automated model generation

Operational rules compiled into MILP, QUBO, or CQM formulations. No manual modelling required.

Solvers

Classical to Hybrid to Quantum

Classical optimisation by default. Hybrid annealing and gate-model solvers available for highly-coupled, large-scale problems.

Data

Operational data integration

ETISplus freight network, real-time fleet telemetry, port schedules, grid capacity, and energy tariffs.

Member of

Conception X
Microsoft Founders Hub
Quantinuum Q-NET
Kipu Quantum Hub
Quantum Entrepreneurial Skills Programme by Anchored In, Capital Enterprise, QCi3 HUB, UK Quantum Technology Hub
Get started

Let's talk about your operation

Whether it's depot charging, port scheduling, or freight routing, we'll show you what Qatalyst can do with your constraints.

hello@qatalyst-quantum.co.uk