AI, ML &
Data Analytics
Data analysis, machine learning, AI applications, statistical modelling, visualization and actionable insights.
Our capabilities can be combined around the needs of each project.
Data analysis, machine learning, AI applications, statistical modelling, visualization and actionable insights.
Computational workflows, scientific data processing, high-performance computing and research support.
Grant application development, proposal support, research planning and data-driven funding strategies.
Feasibility studies, strategic planning, business analysis, partnerships and growth-oriented advisory.
Every engagement is scoped around the objective. The examples below show the kinds of support that may be combined for a project.
Support may include data review and preparation, statistical analysis, visualization, modelling and interpretation. We work with clients to make assumptions and limitations clear.
Possible outputs: documented analysis, charts or dashboards, model prototypes, and a concise findings report.
We can help plan computational workflows, process scientific datasets and assess whether specialized compute resources are appropriate for a task.
Possible outputs: workflow plans, scripts, processed data and reproducible analysis steps. Pentane’s own HPC capacity is under development; available support depends on the workload and resources.
Support may cover funder and call fit, eligibility checks, concept development, proposal structure, work plans, results frameworks and consistency between activities, outcomes and budgets.
Our standard: we help strengthen readiness and clarity; no adviser can guarantee a funding decision.
We support feasibility thinking, market and operational analysis, partner mapping and implementation planning to help teams decide what to do next and what resources it may require.
Possible outputs: options analysis, a practical work plan, partner coordination support and decision-ready briefs.
Reviewers can like your idea and still question a budget that doesn’t match the workplan. We help bring the call, evidence, activities and budget together into one coherent proposal—without promising a funding decision.
Pentane Group is developing practical high-performance computing capabilities for demanding research, AI/ML and data-intensive workloads.
Our High-Performance Computing (HPC) capabilities are currently under development. In the interim, we may be able to support selected simulation, data processing, and computational workloads where requirements align with available resources. Please contact info@pentanegroup.com to discuss potential support options.
Giving a computing job more processors can sometimes make it slower. We assess whether the software can use parallel computing effectively before recommending an HPC approach. NERSC guide to programming models.