Platforms, Applications and Workflows
Unlock the power of advanced science and engineering with our integrated software suite—built to accelerate discovery through modeling & simulation, high-performance computing, and intelligent workflow automation.
Integrated Computing Platforms
Accelerate Insights
Designed for scientists, researchers, and technical professionals, our platforms combine scalable compute power with intuitive, domain-specific applications that streamline complex workflows from experiment to insight.
Democratize Insights
Unlock the power of advanced science and engineering with our integrated software suite—built to accelerate discovery through democratizing and sharing models and analyses.
Run at Scale
Whether you're running on the desktop, performing large-scale simulations or orchestrating end-to-end workflows, our solutions empower teams to collaborate, iterate faster, and achieve results with confidence.
Not just ML Ops!
Organizations need to manage a variety of model types, many of which are not machine learning models, or require constant retraining.
ModelOPS™ has been designed for basic management of model assets, and complete build-serve-monitor-retire lifecycles.
- Single view of models, data, and artifacts
- Manage all assets with version control
- Provision access using attributes and rules
- Audit all actions
- Deployment automation
ModelOPS™ has been designed with regulatory requirements in mind, important for many industries, with built-in and extendable auditing, traceability and lineage of assets, and fine grain access control.
Accelerate research and development with QumoFlow™—the high-performance computing platform built for scalable, reproducible, and cloud-native scientific workflows. Designed for scientists, modelers, and engineers, QumoFlow empowers enterprises to run advanced data-driven computation with ease.
QumoFlow provides powerful APIs for task execution, data management, workflow orchestration, and real-time monitoring abstracting away the complexity of infrastructure.
Define tasks and workflows with ease using a simple definition language, or leverage the full flexibility of Python and R for more advanced computational pipelines.
Whether you’re running a single job or managing thousands of concurrent simulations, QumoFlow intelligently orchestrates compute and storage across environments for optimal performance and efficiency.
With built-in automation and lifecycle management, go from code to execution seamlessly.
Dataspace™ provides a unified view of all your data assets from individual files to complex database tables. Data can be ingested or left in place, Dataspace provides uniform and consistent access to all data.
- Source data from users, applications and instruments
- Rich metadata allows data to be found rapidly
- Implement transformers and enhancers including models in ModelOPS™
- Built in search and query engines
- Render data in a variety of modalities making consumption flexible
- Provision access using attributes and rules
Pioneer Studio
Pioneer Studio/QSP™ delivers an integrated model development, simulation and visualization environment for collaborative Quantitative Systems Pharmacology. Built on ModelOPS™, QumoFlow™ and Dataspace™ platforms providing management of modeling assets and compute resources.
- Integrated User Experience - models, tools, analysis
- Single view of models, data, and artifacts
- Supports industry standard software
- Workflow support for modeling, analysis and visualization
- Built to meet regulatory requirements
Accelerate Discovery with Scalable Predictive Modeling for early discovery.
Our platform empowers scientists and modelers in early discovery with a flexible, high-performance environment for predictive modeling.
Whether coding models from scratch, importing from leading machine learning platforms, or integrating existing code repositories,
seamlessly discover, parameterize, and execute models at scale—including across massive chemical databases.
With support for Python and R, the platform enables intuitive workflow and pipeline development,
while built-in visualization tools provide powerful insights at every stage.
- Integrated User Experience - models, analysis, visualization
- Enables experts to prioritize modeling activities and non-experts to consume models with ease
- Chain models, implement analysis and visualizations using QumoFlow/VDM™ and QumoFlow/Py/R™
- Built on Built on ModelOPS™ and QumoFlow™ platforms to optimally use compute resources
Pioneer Studio/VDM™ lets you explore and visualize your data through an intuitive visual programming interface.
Pioneer Studio/VDM empowers you to build complex workflows without writing a single line of code, leveraging a rich, pre-built library of import/export, compute, and visualization nodes. For the advanced user, Visual Data Miner offers flexibility with nodes for executing R and Python code, and the ability to expand the node library.
- Drag and Drop interface to rapidly build and test workflows
- Interface to models in ModelOPS™ platform with no coding
- Import from and Export to Dataspace™
- Export visualizations and analysis
- Execute published workflows from Pioneer Studio, command line, and third-party applications
Workflow Solutions
QumoFlow™ provides an easy to use integrated workflow engine enabling complex processes to be composed from computational tasks.
Whether you prefer intuitive visual programming or the detail of YAML, the QumoFlow user interface empowers you to develop, execute and monitor workflows with ease.
QumoFlow/Py™ & QumoFlow/R™ offer higher level workflow development capabilities for data scientists and developers.
- Define tasks and entire workflows natively in Python or R
- Powerful, unique constructs for parallelized workflows, including fork-join and map-reduce
- Develop and test workflows locally, providing immediate feedback and accelerating the development cycle
- Package and publish workflows to scale up execution, or provide shared repeatable computational processes
- Built on the QumoFlow™ HPC Platform providing a scalable hybrid multi-cloud compute environment
Pioneer Studio/VDM™ lets you explore and visualize your data through an intuitive visual programming interface.
Pioneer Studio/VDM empowers you to build complex workflows without writing a single line of code, leveraging a rich, pre-built library of import/export, compute, and visualization nodes. For the advanced user, Visual Data Miner offers flexibility with nodes for executing R and Python code, and the ability to expand the task repository.
- Drag and Drop interface to rapidly build and test workflows
- Extensive pre-built repository of i/o, compute, analysis and visualization tasks
- Interface to models in ModelOPS™ platform with no coding
- Import from and Export to Dataspace™
- Execute published workflows from Pioneer Studio, command line, and third-party applications
Qumo Computing
- Challenges facing Lifesciences companies
- Cost to get a drug to market continues to increase while the number of new drug approvals remains low
- Phase III failure rates remain high
- Reducing R&D costs is not necessarily a key lever to success
- Lifesciences companies should aim to increase Probability of Technical and Regulatory Success (PTRS) through
- Improving productivity
- Accelerating time to market
- Reducing compliance risks
Qumo Computing provides state-of-the-art solutions through our platforms and end user applications to broadily support modeling and simulation.
Our focus is in the life sciences through our end user applications, however our platforms are suited for any sector requiring scalable solutions for data science. Contact us to explore how our platforms can help meet your data science requirements
With experience delivering commercial products and working within the scientific industry, Kam brings a strategic perspective that positions Qumo Computing to deliver innovative, real-world R&D solutions. Qumo Computing emphasizes practical solutions that accelerate discovery and enhance performance across diverse scientific and engineering domains.
Kam is also a prominent voice in emerging technologies, frequently presenting on and spearheading initiatives such as Artificial Intelligence and Quantum Computing, collaborating with industry leaders to unlock their transformative potential for breakthroughs in the life sciences.
Contact us
Qumo Computing Inc.
Email: contact@qumocomputing.com
Support: support@qumocomputing.com
Web: www.qumocomputing.com