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QCentroid

Quantum computing platform for workflow…

How they use Tavily

QCentroid uses Tavily for live web searches in the Deep Research stage of its multi-agent quantum computing use case tool. Built with LangGraph, the tool collects business objectives and computational bottlenecks, proposes quantum computing applications and investigates their feasibility.

The research agent combines a Pinecone-backed scientific literature database with external tools including Tavily to retrieve current scientific studies. Specialized agents research proposed use cases in parallel. An evaluation layer filters sources for relevance and applicability, and the research loop refines its searches. The workflow produces feasibility reports covering scientific foundations, supporting literature, limitations and risks.

Sources

1 source

Building an AI Multi-Agent Tool for Quantum Computing Use Case Discovery

12 Jan 2026 · QCentroid · Web page

QCentroid describes using Tavily for live scientific literature searches in its Deep Research agent. Its LangGraph workflow investigates quantum computing use cases and produces feasibility reports.

Open original source
Building an AI Multi-Agent Tool for Quantum Computing Use Case Discovery12 Jan 2026 · QCentroid · Web pageQCentroid describes using Tavily for live scientific literature searches in its Deep Research agent. Its LangGraph workflow investigates quantum computing use cases and produces feasibility reports.

Company context

qcentroid.com

QCentroid develops software for businesses building and evaluating quantum and hybrid computing applications. Operated by QCENTROID LABS, S.L. in Bilbao, its QuantumOps platform supports use-case discovery, algorithm development, workflow orchestration, experiment tracking and benchmarking. Innovation teams, researchers and developers can access multiple hardware providers and simulators through a common API and SDK, compare solvers and integrate experiments with existing IT systems. Its AI tools help teams identify potential applications and produce technical feasibility reports before committing to implementation.

Documented financing · private company

Amount€1,340,118 awarded to QCENTROID LABS S.L.: €311,040 grant and €1,029,078 loanQATALYZE public research financing award — grant and loan
· Agencia Estatal de Investigación — final award order, page 79

Recent updates

3 updates
  1. Product launch

    QCentroid introduces hybrid application design framework in QuantumOps

    Quantum Computing Report reported that QCentroid introduced a framework using NVIDIA CUDA-Q to evaluate where quantum components belong within existing enterprise applications. Implemented with Gradiant and CESGA under QATALIZE, it compares hybrid architectures and execution resources against classical baselines.

    Quantum Computing Report
  2. Partnership

    QURECA embeds QCentroid into quantum training services

    QURECA announced a partnership incorporating QCentroid’s QuantumOps platform into its training and use-case discovery services. Clients can identify, prioritize and test quantum use cases before committing to a proof of concept, with the partnership already live across QURECA’s engagement pathway.

    QURECA
  3. Operating results

    QCentroid-supported Würth logistics pilot reports packaging savings

    Telefónica announced results from a quantum computing and AI packaging pilot developed with TECNALIA and QCentroid for Würth España. Across more than 6,000 orders, the pilot reduced box use by 3%, truck transport volume by about 7% and cardboard consumption by more than 6%.

    Telefónica
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QCentroid

QCentroid offers a quantum computing platform for workflow orchestration, hardware access and algorithm benchmarking. · Infrastructure

How they use Tavily

QCentroid uses Tavily for live web searches in the Deep Research stage of its multi-agent quantum computing use case tool. Built with LangGraph, the tool collects business objectives and computational bottlenecks, proposes quantum computing applications and investigates their feasibility.

The research agent combines a Pinecone-backed scientific literature database with external tools including Tavily to retrieve current scientific studies. Specialized agents research proposed use cases in parallel. An evaluation layer filters sources for relevance and applicability, and the research loop refines its searches. The workflow produces feasibility reports covering scientific foundations, supporting literature, limitations and risks.

Sources

1 source

Building an AI Multi-Agent Tool for Quantum Computing Use Case Discovery

12 Jan 2026 · QCentroid · Web page

QCentroid describes using Tavily for live scientific literature searches in its Deep Research agent. Its LangGraph workflow investigates quantum computing use cases and produces feasibility reports.

Open original source
Building an AI Multi-Agent Tool for Quantum Computing Use Case Discovery12 Jan 2026 · QCentroid · Web pageQCentroid describes using Tavily for live scientific literature searches in its Deep Research agent. Its LangGraph workflow investigates quantum computing use cases and produces feasibility reports.

Company context

qcentroid.com

QCentroid develops software for businesses building and evaluating quantum and hybrid computing applications. Operated by QCENTROID LABS, S.L. in Bilbao, its QuantumOps platform supports use-case discovery, algorithm development, workflow orchestration, experiment tracking and benchmarking. Innovation teams, researchers and developers can access multiple hardware providers and simulators through a common API and SDK, compare solvers and integrate experiments with existing IT systems. Its AI tools help teams identify potential applications and produce technical feasibility reports before committing to implementation.

Documented financing · private company

Amount€1,340,118 awarded to QCENTROID LABS S.L.: €311,040 grant and €1,029,078 loanQATALYZE public research financing award — grant and loan
· Agencia Estatal de Investigación — final award order, page 79

Recent updates

3 updates
  1. Product launch

    QCentroid introduces hybrid application design framework in QuantumOps

    Quantum Computing Report reported that QCentroid introduced a framework using NVIDIA CUDA-Q to evaluate where quantum components belong within existing enterprise applications. Implemented with Gradiant and CESGA under QATALIZE, it compares hybrid architectures and execution resources against classical baselines.

    Quantum Computing Report
  2. Partnership

    QURECA embeds QCentroid into quantum training services

    QURECA announced a partnership incorporating QCentroid’s QuantumOps platform into its training and use-case discovery services. Clients can identify, prioritize and test quantum use cases before committing to a proof of concept, with the partnership already live across QURECA’s engagement pathway.

    QURECA
  3. Operating results

    QCentroid-supported Würth logistics pilot reports packaging savings

    Telefónica announced results from a quantum computing and AI packaging pilot developed with TECNALIA and QCentroid for Würth España. Across more than 6,000 orders, the pilot reduced box use by 3%, truck transport volume by about 7% and cardboard consumption by more than 6%.

    Telefónica