OptimalNets is an Israeli deep-tech startup developing AI-driven network optimization for AI datacenters. Its flagship platform, ON.AI, is a patented workload-aware software layer that integrates seamlessly with existing high-performance Ethernet fabrics, SONiC, and RoCEv2 environments — boosting AI workload performance by 30–50% without replacing hardware. ON.AI predicts traffic demands, identifies bottlenecks, and dynamically fine-tunes millions of network parameters in real time, delivering faster job completion time (JCT), higher GPU utilization and lower tail latency across AI training, inference and Agentic AI workloads on open multi-vendor clusters.