What quantumz.io does

Quantumz.io Sp. z o.o. is a Polish quantum-inspired optimization software company headquartered in Warsaw with research operations in Łódź. It develops and sells optimization software for enterprises operating in logistics, finance, energy, aviation, and drug discovery. The company's core technical differentiator is a physics-inspired approach to combinatorial optimization based on classical nonlinear Hamiltonian dynamics, applied to QUBO and HUBO problem formulations typically associated with quantum annealing and gate-based quantum computing — but executed on classical hardware.

The product set centers on VeloxQ, a QUBO/HUBO solver distributed as an open-source SDK on GitHub and consumable via API; XaosQ, a domain-specific application for airline disruption management built on the VeloxQ core; and QOS, a planned next-generation optimization platform. The company pursues an API-first, developer-led go-to-market with cloud SaaS delivery through two pricing tiers: an Easy tier billed usage-based for lower-friction developer adoption, and a Pro tier billed as a subscription for enterprise customers. It has also entered an HPC partnership with ACK Cyfronet AGH to access large-scale compute for the underlying nonlinear dynamics simulations.

At the time of writing, Quantumz.io operates with approximately 11 employees and discloses no venture funding. Its capital base consists of three European Union grants totaling approximately PLN 25.4 million (~$6.3 million) in co-funding, with combined project value of PLN 35.7 million (~$8.8 million). No named enterprise customers or disclosed commercial revenue have been reported, and the company's credibility rests primarily on its published research, registered trademarks (VeloxQ, XaosQ), and grant-supported R&D track record.

Name

quantumz.io

Legal name

Quantumz.io Sp. z o.o.

Website

https://quantumz.io

Company type

Private

Operating status

Operating

Headcount range

11–50 employees

Short description

Quantumz.io is a Polish quantum-inspired optimization software company that provides the VeloxQ QUBO/HUBO solver, the XaosQ airline disruption management application, and a planned QOS platform, targeting enterprise customers across logistics, finance, energy, aviation, and drug discovery.

Ownership category

akta.pro rank

Product category

Quantum-Inspired Optimization Software

NAICS

Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)

akta.pro primary industry

QCaaS Platforms & Developer Portals (HDAGAIAB)

akta.pro secondary industries

Hybrid Quantum-Classical Orchestration & Workflow Management (HDAGAIAD), Hybrid Algorithm Frameworks & Libraries (VQE/QAOA/QML Tooling) (HDAGANAC), Quantum Job Scheduling, Queuing & Resource Management (HDAGAIAE), Quantum Cloud APIs, Billing & Metering (HDAGAIAJ), Managed Quantum Services & Enterprise Support (HDAGAIAI)

Keywords

• Quantum optimization software
• QUBO solver platform
• Combinatorial optimization solver
• Disruption management software
• Hybrid quantum-classical computing

Headquarters

HQ city

Warsaw

HQ country

Poland

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. VeloxQ SaaS Access (Easy Tier): Usage-based billing per hour with prepaid model. Provides access to VeloxQ solver with unlimited problem size, unlimited daily jobs, 100 GB storage, and cloud backends. Targets individuals and teams testing optimization solutions.
2. VeloxQ SaaS Access (Pro Tier): Flat fee subscription model with unlimited storage, highest priority jobs, on-premise high-end backends, individual technical support, access to additional algorithms, exclusive and early-access backends, and early access to new features. Targets businesses with complex organizational demands.
3. XaosQ SaaS (Planned): Software as a Service for dynamic resource allocation and rescheduling. Monitized through REST API access to the platform. Targets aviation and transportation industries.
4. Enterprise Services: Integration support, deployment options, optimization tooling, and mathematical modeling assistance for organizations implementing classical-to-quantum migration paths. Provided by QMZ.AI.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels6 records

Core offering

Quantumz.io develops and sells physics-inspired QUBO/HUBO optimization solvers for large-scale combinatorial problems, accessible via cloud SaaS, REST API, and Python SDK. Its flagship product, VeloxQ, runs on conventional hardware (CPU/GPU/HPC) and is topology-agnostic, targeting use cases in logistics, finance, energy, manufacturing, healthcare, and drug discovery. A second product, XaosQ, is a modular disruption-recovery platform for airline operations that combines MILP/Time-Space Network scheduling, physics-inspired classical solvers, and hybrid classical-quantum modules.

Product overview

Quantumz.io offers a portfolio of quantum-inspired optimization products centered on QUBO-based solving. The core offering is VeloxQ, a universal QUBO/HUBO solver for combinatorial optimization problems at scale, accessible via a Python SDK (VeloxQ SDK) and REST API. XaosQ extends this portfolio into disruption-specific territory, providing a modular multi-solver platform for airline operations recovery combining MILP/TSN scheduling, physics-inspired classical solvers (XaosQ-bifurcate), and hybrid classical-quantum modules (XaosQ-quantum). QOS (Quantum Optimization Service) is a planned platform for heterogeneous quantum-classical workflows. Together, the products form a layered portfolio from general-purpose QUBO solving (VeloxQ) to domain-specific disruption management (XaosQ) and a future unified quantum-classical service layer (QOS).

Differentiator

Problem solved

Functional benefit

Brands

• VeloxQ: High-performance physics-inspired QUBO/HUBO solver for combinatorial optimization, deployable on conventional hardware with scalability to tens of millions of variables.
• XaosQ
• QOS (Quantum Optimization Service)
• AIRS

Products and services

• VeloxQ VeloxQ is a high-performance, physics-inspired QUBO/HUBO solver for large-scale combinatorial optimization. It runs on conventional hardware (CPU/GPU/HPC), is topology-agnostic, and handles problems with tens of millions of variables including dense and fully-connected graphs. Commercialized via REST API and Python SDK under Easy (usage-based) and Pro (flat-fee subscription) tiers with cloud and on-premise deployment options.
• XaosQ XaosQ is a disruption-recovery and dynamic resource allocation platform for airline operations. It combines stochastic perturbation modeling, instability-cost metrics, and stability-aware scheduling to rebuild aircraft and crew schedules, rebook passengers, and reduce recovery costs during disruptions. The platform uses a modular multi-solver architecture (XaosQ-or, XaosQ-bifurcate, XaosQ-quantum) combining MILP/Time-Space Network optimization, physics-inspired classical solvers, and hybrid classical-quantum approaches.

Quantifiable outcome

• Near-optimal practical performance including agreement with exact solvers on smaller benchmarks
• +2 more outcomes

Segments8 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability2 records

Feature7 records

Partnerships

One partnership is on record.

• ACK Cyfronet AGHcoreTechnology or Integration · 1 January 2023Research infrastructure partner providing access to High-Performance Computing (HPC) resources for VeloxQ execution. Users can obtain VeloxQ API tokens through ACK Cyfronet AGH access programs and related partner institutions.

Scale indicators5 records

Recent moves6 records

Expansion highlights2 records

Direct peers

• Zapata Computing: Zapata AI (formerly Zapata Computing) provides Orquestra, a quantum-classical workflow platform for enterprise optimization, with focus on QUBO and QML. They overlap with VeloxQ's hybrid quantum-classical positioning and target similar enterprise verticals.
• Strangeworks: Strangeworks provides a quantum computing platform-as-a-service with SDK, API access, and a developer portal targeting enterprise users. Quantumz.io's VeloxQ platform mirrors this QCaaS developer-portal positioning with Python SDK and REST API access.
• QC Ware: QC Ware develops quantum and quantum-inspired algorithms for optimization and machine learning, offering enterprise access via cloud APIs. They compete directly with VeloxQ in the QUBO/optimization SaaS space and target similar financial services and enterprise customers.
• 1QBit: 1QBit builds QUBO and higher-order optimization software for enterprise use cases across finance, healthcare, and materials. Their Qatalyst platform and partnership with D-Wave make them a direct competitor for quantum-classical hybrid optimization workloads.
• Multiverse Computing: Multiverse Computing offers quantum and quantum-inspired software for finance, energy, and optimization, with a strong focus on portfolio optimization and QUBO solving. They directly compete with VeloxQ in finance and energy verticals and share a similar quantum-inspired classical positioning.
• D-Wave Systems: D-Wave is the leading commercial provider of quantum annealing hardware and QUBO solvers. Quantumz.io's VeloxQ directly competes with D-Wave's Leap quantum cloud service and hybrid solvers for the same QUBO/Ising use cases, though VeloxQ runs on classical hardware rather than quantum annealers.
• Toshiba (Simulated Bifurcation Machine): Toshiba's SBM is a physics-inspired classical Ising/QUBO solver using simulated bifurcation dynamics. Quantumz.io explicitly benchmarks VeloxQ against SBM and reports matching quantum scaling — making Toshiba the most direct technical competitor in the classical physics-inspired QUBO space.

Broad incumbents

• Rigetti Computing: Rigetti builds superconducting quantum hardware and offers a Forest SDK plus Quantinuum/Rigetti-class cloud access. They compete in the broader quantum cloud services space that VeloxQ's QCaaS platform sits adjacent to.
• Quantinuum: Quantinuum is a leading full-stack quantum computing company combining H-Series hardware with software and services. While focused on gate-based systems, their InQuanto and hybrid workflows overlap with VeloxQ's enterprise positioning in chemistry and optimization.
• IBM Quantum: IBM Quantum offers the industry's broadest quantum computing platform (Qiskit, IBM Cloud) with both gate-based hardware and quantum-classical hybrid tooling. They are a broad incumbent across the entire quantum computing stack, not specializing in QUBO but converging on the same hybrid optimization workflows.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/quantumz-io/veloxq_sdk
• LinkedInlinkedin.com/company/quantumz-io

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about quantumz.io