Empowering Innovation Through Artificial Intelligence
Arium AI Consulting delivers enterprise-grade AI infrastructure and HPC expertise to organizations building GPU-centric compute environments. Led by Pratul Agarwal, PhD, with 20+ years of experience in high-performance computing, data-center design, and GPU-accelerated systems, Arium designs, deploys, and optimizes scalable, secure, and cost-effective compute platforms for AI research and production.
We specialize in GPU cluster architecture, power and cooling optimization, rack-level and facility planning, capacity forecasting, and lifecycle management. Our services include infrastructure design and deployment, vendor and contractor management, RFP development, procurement oversight, and operational readiness for mission-critical facilities. We bring hands-on experience from national labs, academia, and industry—having developed flagship GPU-centric data centers, led multi-state cyberinfrastructure initiatives, and supported pandemic-related compute deployments.
Arium combines technical depth (NVIDIA and AMD GPU ecosystems, InfiniBand, high-performance storage, virtualization, and cloud optimization) with practical program management to accelerate time-to-value while controlling total cost of ownership. Whether you’re standing up a new GPU cluster, modernizing an existing data center, or optimizing cloud instances for AI workloads, Arium provides pragmatic, vendor-agnostic solutions tailored to your goals.
Contact us to discuss your project and accelerate AI deployment.
Our Services
We deliver AI solutions that transform ambition into measurable success. From strategy to deployment, we partner with you to unlock innovation, streamline operations, and drive growth. Every engagement is designed to maximize impact and position your business ahead of the curve.
- AI Strategy Roadmap Turn vision into action with a clear, customized AI roadmap. We align technology with your business priorities, identifying quick wins and long-term opportunities. Our approach ensures you move forward with confidence, clarity, and competitive advantage.
- GPU Strategy. Smarter AI. Accelerate your AI with smarter GPU strategies. We optimize performance, reduce costs, and ensure scalability for even the most demanding workloads. Whether training complex models or running real-time inference, we help you harness GPU power efficiently.
- Custom AI + ML Solutions Your challenges are unique—your solutions should be too. We design and build AI and ML systems tailored to your workflows, delivering predictive insights, automation, and innovation that set you apart. With us, you don’t just adopt AI—you own it.
- On-Prem, Cloud, or Hybrid: Right-Sized Flexibility is key. We help you choose the deployment model that fits your needs—on-premises, cloud-native, or hybrid. Our right-sized solutions balance performance, security, and cost, giving you the freedom to scale without compromise.
- Optimized Data Infrastructure AI is only as strong as the data behind it. We build optimized data infrastructures that streamline pipelines, improve reliability, and accelerate access. With a solid foundation, your AI initiatives become more powerful, scalable, and future-ready.
Our Approach
We combine deep technical expertise with a collaborative mindset. Our consulting model is built around transparency, agility, and long-term value creation. Whether you're exploring AI for the first time or scaling existing systems, we tailor our solutions to meet your goals.