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Custom Neural Model Engineering

Custom Neural Model Engineering

Domain-Specific AI Models Built for Precision

Generic off-the-shelf AI models frequently underperform when faced with specialized enterprise data domains, proprietary slang, or rigorous low-latency requirements. At WOVEN DATA, we engineer custom neural architectures trained specifically on your enterprise datasets.

Core Engineering Strengths

Domain Pre-Training & Fine-Tuning Custom tokenizers and continuous pre-training on industry-specific technical corpora (finance, medicine, law, engineering).
FP8/INT4 Model Quantization Compress model weights up to 4x without accuracy degradation, enabling high-performance inference on lower-cost edge GPUs.
Triton & TensorRT Acceleration Deploy models via NVIDIA TensorRT and Triton Inference Server for sub-10ms latency under massive concurrency.