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Diamanti TurboAI – Easy Button to AI/ML

Accelerate ML model delivery at scale with a next-generation Kubernetes-native GPU platform

Accelerate your machine learning pipeline with a Kubernetes-native GPU platform featuring ultra-fast storage and networking. Simplify the end-to-end ML lifecycle while maximizing ROI and reducing TCO.

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Overview
Solution
Features
Use Case
Support

Diamanti Overview

Challenge

From finance and healthcare to smart manufacturing, AI/ML models are reshaping industries—but moving from prototype to production remains a major hurdle. Teams struggle with fragmented tools, infrastructure complexity, and long deployment cycles that slow innovation and increase operational costs. A recent Gartner survey revealed that on average, over 50% of AI projects never make it from pilot to production. Challenges include aligning models with business goals, integrating into existing IT infrastructure, ensuring Audit readiness with security requirements, and achieving scalability.

Solution

Diamanti TurboAI is built to solve these challenges with an end-to-end MLOps platform that delivers everything you need: high-performance infrastructure, integrated software, and expert support in a turnkey solution. From data ingestion and preprocessing to training, deployment, and monitoring, TurboAI unifies the entire ML lifecycle under one optimized, Kubernetes-native stack.
With automated optimization, Kubernetes scaling and resiliency, seamless integration with NVIDIA GPUs, high-throughput, low-latency storage & networking, and built-in observability and governance, TurboAI enables data science teams to move faster, collaborate more effectively, and scale AI initiatives—without the operational headaches and achieving 50% savings in TCO. It’s MLOps, simplified. And it can be ordered through any of our OEM partners.

Features

Comprehensive ML Lifecycle Management

Manage the entire ML pipeline — from data ingestion and preprocessing to training, deployment, and monitoring — within a unified platform. TurboAI simplifies complex workflows, enabling faster time-to-value for AI projects.

Intelligent Automation

Automate model training and deployment with CI/CD integration and policy-driven workflows. TurboAI reduces manual effort, minimizes errors, and accelerates the delivery of AI solutions.

Kubernetes-Native Architecture

Built on a Kubernetes-native stack, TurboAI offers scalable, resilient, and containerized ML workflows. This architecture provides built-in orchestration, observability, and resource management for seamless operations.

High-Throughput, Low-Latency Data Plane

Powered by Diamanti Ultima Accelerator, TurboAI delivers ultra-fast storage and networking performance. Features include NVMe-backed storage delivering over a million IOPS per node, QoS-driven I/O isolation, and high-throughput 100Gbps networking to eliminate bottlenecks at scale.

Enterprise-Grade Security & Governance

Operate in secure, air-gapped environments with full RBAC, LDAP/AD integration, storage encryption, support for Self-Encrypted Drives and periodic execution of various Audit ready suites, like NERC-CIP, PEN testing, CIS efforts ensure TurboAI meets the with stringent security standards, making it suitable for regulated industries.

Integrated Observability & Monitoring

Gain real-time insights into resource utilization, model performance, and system health. TurboAI’s integrated dashboards and telemetry tools facilitate proactive management and optimization.

Turnkey & Fully Managed Solution

TurboAI offers a fully managed service experience, including expert support and pre-integrated tools. This turnkey approach eliminates complex setup and ongoing maintenance, allowing teams to focus on innovation.

High-Performance GPU Infrastructure

Leverage NVIDIA GPU acceleration with built-in support for scheduling, scaling, and monitoring GPU resources. TurboAI ensures optimal performance for compute-intensive AI workloads.

OEM Partnership

Diamanti partners with leading OEMs such as Dell, Lenovo, Hitachi, Cisco and HPE to deliver pre-integrated, enterprise-grade Kubernetes solutions. These partnerships ensure hardware-optimized performance, full-stack support, and easy procurement. Enterprises get a turnkey cloud-native infrastructure with industry-leading reliability and scalability.

Support & Services

Diamanti delivers end-to-end enterprise support for Ultima Accelerator, including installation, migration, performance tuning, and ongoing maintenance—all backed by 24/7 global support.

With Kubernetes-certified experts and proven cloud-native experience, we help enterprises modernize infrastructure, accelerate innovation, and reduce operational overhead with confidence.