Better algorithms. More possibilities
High-performance optimization software for complex business problems across industries.
Built for planners and developers. Smarter search. Better decisions at scale. From problems to solutions in seconds.
Trusted by
Four ways into 4colors
- Business leadersFind new possibilities for your businessMake better decisions about resources, capacity and operations. Discover what advanced optimization could make possible for your organization.Explore business solutions
- PlannersBetter plans. Less time planning.Build stronger schedules, compare alternatives and adapt to changing conditions without spending your day rearranging plans.Explore planning solutions
- DevelopersBring optimization into your softwareBring advanced optimization into your applications with high-performance solvers and developer interfaces.Explore developer tools
- Quantum teamsGet more from quantum computingImprove quantum circuits, solve QUBO problems with classical algorithms and explore practical opportunities for quantum optimization.Explore quantum computing tools
Meet 4colors Optimizer
The search makes the difference
4colors Optimizer combines complementary algorithms and directs computation toward the most promising approaches for each problem. Machine-learning guidance and AI-assisted algorithm discovery help us keep improving the search.
Better schedules, allocations and logistics decisions, found faster.
Our software
-
4colors Optimizer for SchedulingComplex schedules. Better solutions.Tackle demanding scheduling problems with powerful optimization algorithms. Integrate high-performance scheduling into your own applications and workflows.Explore Scheduling Optimizer
-
Takt, Roster & StrideAdvanced optimization. Practical planning.Our planning applications bring sophisticated algorithms into everyday scheduling, helping teams build, evaluate and improve plans with greater speed and confidence.Explore planning applications
-
Quantum CompilerMake every quantum operation count.Optimize quantum circuits for hardware execution. Reduce unnecessary gates and circuit depth to make more effective use of quantum resources.Discover Quantum Compiler
-
4colors Optimizer for QUBOPowerful classical optimization for binary problems.Solve challenging QUBO and Ising models with high-performance classical algorithms, whether as a standalone optimization tool or a reference for quantum approaches.Explore QUBO Optimizer
Our algorithms at work
Supply-chain optimization across aerospace and automotive production
Winner | Airbus x BMW Quantum Computing Challenge, Quantum-Powered Logistics
Classical optimization and quantum routines were combined to explore connected manufacturing, transportation, cost and emissions decisions.
Production and transportation planning for aerospace supply chains
Airbus aerospace optimization proof of concept
A collaborative proof of concept applying quantum-enhanced optimization to aerospace production and logistics planning.
Explore the Airbus projectAircraft cargo loading under weight, balance and timing constraints
4colors-led project with Airbus and ORCA Computing
The team implemented and tested hybrid optimization algorithms on both gate-based and photonic quantum hardware.
Explore the aircraft-loading projectScheduling observation networks for space domain awareness
UK Space Agency sensor scheduling project
4colors developed approaches to sensor tasking and resource allocation for the National Space Operations Centre.
Quantum algorithms for demanding real-world optimization
Semifinalist | XPRIZE Quantum Applications
Recognition for proposed quantum application algorithms evaluated for novelty and plausible practical relevance.
Explore the researchScalable analytics for complex defense networks
Dstl project | UK Ministry of Defence
Algorithm development for computationally demanding data analysis of large networks.
Truck loading across complex logistics networks
Finalist | ROADEF/EURO Renault Challenge
An earlier generation of our algorithms tackled three-dimensional loading, truck selection and connected delivery constraints.
Latest news
Announcements from 4colors Research, from recent projects to earlier milestones.
4colors Research Joins the Industrial Decarbonization AI Coalition
7 July 2026
4colors Research has joined the Industrial Decarbonization AI Coalition (IDAIC), contributing algorithm design and optimization expertise to a network working on industrial efficiency and decarbonization.
Read the announcement4colors Research Recognized at Cambridge Independent Science and Technology Awards
11 May 2026
4colors Research was Highly Commended in the Technology Company of the Year category at the Cambridge Independent Science and Technology Awards.
Read the announcement4colors Research Awarded UK Space Agency Contract for Space Domain Awareness Optimization
26 February 2026
4colors Research announced a proof-of-concept contract with the UK Space Agency to develop sensor-scheduling and resource-optimization algorithms for the National Space Operations Centre.
Read the announcement4colors-Led Consortium Awarded NQCC SparQ Grant for Aircraft Loading
24 February 2026
A consortium led by 4colors Research, involving Airbus and ORCA Computing, received NQCC SparQ support for developing hybrid algorithms for aircraft cargo loading.
Read the announcement
Ideas worth exploring.
Occasional articles, algorithmic insights, product developments and results from the world of optimization and quantum computing. Useful material, sent when there's something worth sharing.
Follow 4colors on LinkedInExplore the ideas
Good algorithms begin with interesting questions. Explore the mathematics, engineering and practical decisions behind optimization.
What could better optimization do for you?
Whether you're improving an existing process, building new software or tackling a problem that needs a different approach, we'd like to hear about it.