Scaling AI workloads is a challenge for many organisations. A robust AI infrastructure requires careful alignment and managing multiple hardware and software components. Moreover, not all AI workloads are suitable for execution in the cloud.
Ensuring the architecture delivers predictable performance that scales
Procuring and installing computer, storage, networking and software
Ensuring the architecture delivers predictable performance that scales
At MDCS.AI we understand these challenges and offer tailored solutions to help you optimise your AI infrastructure for greater efficiency, accurancy, and success. We support you in getting you the best performance against the lowest TCO and unlocking the full potential of AI technology.
With over 25 years of experience designing and managing complex IT infrastructure environments, MDCS.AI recognise the four common challenges that our clients experience:
At MDCS.AI, we understand that fragmented and uncontrolled AI workloads can lead to inefficiencies, redundancies, and security risks for your organisation. That's why we offer comprehensive AI infrastructure solutions that centralise and streamline AI workloads across your organisation. This includes a centralised AI infrastructure for managing and monitoring AI workloads and tools for optimising code, automating workflows, and scaling resources as needed. We will also provide ongoing support to help you optimise your AI workloads for maximum performance and efficiency.
AI workloads may not be well-suited for public cloud computing due to data privacy concerns, latency issues, high costs, needing specialised hardware, compliance requirements, security concerns, and scalability limitations. While (public) cloud computing can be a good option for some workloads, the unique requirements of AI workloads may make it less suitable for certain applications. We carefully evaluate your AI workloads to determine the best computing environment for their needs.
Performance is crucial for organisations that rely on AI workloads. Faster processing times can enable faster insights and decision-making, improve accuracy, enhance innovation, and lead to cost savings. That's why we offer AI infrastructure services optimised for high performance, including GPU-optimized workloads.
We review and optimise your AI workloads that (could/should) run on GPUs. This is important for improved performance, reduced costs, and enhanced scalability. GPUs are highly parallel processors requiring optimised code to leverage their processing capabilities fully, leading to faster and more efficient processing. Optimised code can help you maximise GPU utilisation, handle larger datasets, and scale their AI capabilities more effectively.
Our close partnership with NVIDIA’s engineers and AI specialists gives our customers access to various cutting-edge AI solutions. This includes tools and training for developers, hundreds of software development kits (SDKs) and building blocks for designing, training and validating AI models for various applications and industries.
32% of IT professionsals rate increasing data complexity % data silos as a top barrier to AI adoptions.
29% of IT professionsals rate lack of infrastructure a top barrier to AI adoption
MDCS.AI has a solid network of local and international business, AI, and IT companies to team with you. You can leverage a wide range of competencies based on the specific needs of your AI use cases, including business consultancy, data science services (data modelling, MLOps), OEM AI solutions, AI model serving and orchestration, and high-performing code that runs on GPU.
Take the first step towards unlocking the full potential of AI for your organisation. Contact us today to learn how MDCS.AI can optimise your IT infrastructure and accelerate your AI workloads. Let’s work together to gain a competitive edge in your industry.
Take the first step towards unlocking the full potential of AI for your organisation. Contact us today to learn how MDCS.AI can optimise your IT infrastructure and accelerate your AI workloads. Let’s work together to gain a competitive edge in your industry.