AMD, Dell, and Spectro Cloud launch the Instinct Coder 355, an on-premises AI-assisted coding platform offering up to 75% lower TCO.
AMD, in collaboration with Dell Technologies and Spectro Cloud, has unveiled the AMD Instinct™ Coder 355, a turnkey AI-assisted coding platform designed for enterprise use. The solution aims to address challenges in cost control, data security, and operational complexity while enabling on-premises AI coding capabilities. According to AMD, the platform can deliver up to 75% lower total cost of ownership (TCO) compared to cloud-based frontier models.
The AMD Instinct Coder 355 integrates Dell PowerEdge® XE9785 servers powered by AMD EPYC™ 9575F processors and AMD Instinct™ MI355X GPUs. Each server node supports up to 85 developers (50 concurrent users) and delivers up to 98% of frontier model benchmark performance. The hardware configuration includes 3TB DDR5 RDIMM memory, 8 PCIe Gen5 TLC U.2 SSDs, and 12 titanium-level high-efficiency power supplies.
On the software side, the platform leverages Spectro Cloud's PaletteAI Inference Launchpad for full-stack AI lifecycle management. It features the GLM-5.3 model for local inference and supports external frontier models such as Anthropic Claude, OpenAI GPT, and Google Gemini when justified by task requirements and enterprise policies.
The platform is designed to reduce reliance on metered frontier APIs by routing suitable workloads to local models. This approach enables enterprises to manage AI coding as a shared service with defined budgets, usage metering, and quotas. Frontier spending is reserved for tasks where the expected benefits outweigh the costs, while sensitive workloads remain on-premises to comply with data-handling policies.
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