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# Enterprise Deployment Architectures
Whether training sovereign foundational models or scaling autonomous web agent infrastructure, NovaTech provides end-to-end engineered hardware packages.
### 1. Sovereign Model Training
Purpose-built SuperPod architectures providing direct-attached HBM3e fabrics and non-blocking optical switching for trillion-token pretraining runs.
### 2. Real-Time Vector Inference & Search
Sub-millisecond approximate nearest neighbor retrieval nodes with hardware FPGA query filtering for high-concurrency multi-agent swarms.
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