Nangila

About Nangila

Nangila is solving the most critical bottleneck in extreme-scale computing: The Communication Wall.

Today, GPU processing power is growing three times faster than network bandwidth. This physical limit forces the industry to build massive, centralized "Superpods," leaving billions of dollars of distributed compute stranded and underutilized.

We are changing that by turning fragmented GPUs into unified supercomputers.

Our Predictive-Residual Architecture: Nangila provides a software layer that fundamentally decouples computation from communication. Instead of transmitting full data payloads across the network, we use a unified state-space framework where both the sending and receiving nodes predict the model's next state. We then calculate and transmit only the residual error between the prediction and the actual state.

This achieves massive bandwidth reductions up to 40,000x from our tests allowing decentralized networks to function at the speed of a localized cluster over standard internet or fiber links.

Core Domains:

1. AI Training: Compression of model updates enabling geo-distributed AI training across existing infrastructure.

2. HPC & Scientific Computing: We compress massive simulation datasets (e.g., LAMMPS) with strictly guaranteed mathematical error bounds.

3. Industrial Digital Twins: We enable real-time edge-to-cloud synchronization with 80-120x bandwidth reduction.

Empowering Researchers with Mini-Nangila: We believe in verifiable science. That is why we launched Mini-Nangila, a free, open-core CPU reference implementation of our framework. Available on GitHub, it empowers researchers to independently verify our mathematics and integrate our tools into their workflows before scaling to our proprietary GPU-accelerated enterprise software.

Break the Communication Wall with us.

Address

• Headquarters

  RotterdamZuid-Holland, Netherlands