nil-3b
A compact GGUF-quantized model built to run locally on consumer ARM hardware, with no API calls or monthly cloud fees.
1.8 GB · 38 ms local inference · 32 African languages and regional dialects
Explore NIL-3B
Breaking cloud dependency with local-first intelligence, quantized edge models, and zero-latency wearable hardware.
Today’s AI infrastructure depends on multi-billion-dollar data centers, constant 5G, and stable power. Those assumptions leave two billion people out.
Nion Technologies builds sovereign edge AI that works completely offline. Data stays on your hardware, local inference is designed for sub-50-millisecond response, and useful intelligence can keep running when the grid goes dark.

Four connected products bring local models, wearable assistance, edge compute, and low-bandwidth social connection into one offline-first ecosystem.
A compact GGUF-quantized model built to run locally on consumer ARM hardware, with no API calls or monthly cloud fees.
1.8 GB · 38 ms local inference · 32 African languages and regional dialects
Explore NIL-3BA lightweight wrist-mounted assistant pod for offline translation, voice notes, and local task automation.
Early developer waitlist open · prototype design continues to evolve
Meet HaloA zero-bandwidth computer for high-throughput research, data processing, and complex local workloads.
Data-center-class work, brought to a physical desk
Explore the stackA minimalist social platform shaped for intentional human connection, privacy, and direct interaction.
A simpler social layer for low-bandwidth realities
Explore the stackNion’s project brief describes internal simulations exploring malaria-vector spread mapping in Equatoria. This is exploratory work, not validated clinical guidance or a claim of a deployed health intervention.
Wing Shepherd is Nion’s security and defense initiative. Its scope is restricted to non-lethal security, threat prediction, defensive situational awareness, and health logistics.
Local inference keeps tactical and personal data on the device, even when there is no network connection.
Nion’s developer rollout is designed around open edge SDKs, local API endpoints, and model weights shared through Hugging Face—so developers can build applications that continue to work without a cloud connection.
Explore an illustrative local-mode interface. Switch between field scenarios and simulate a lost connection; the example responses stay on this page and are not generated by a live model.
“A child has a high fever and a persistent headache. What should I check first?”
Choose a setting, then run the example. The sample response remains available when the network is shown as disconnected.
This is an illustrative interface preview, not a live NIL model or clinical guidance.
Built out of Zimbabwe and South Sudan, Nion is driven by the urge to create useful, sovereign technology close to the communities it serves.
Model architecture, custom quantization pipelines, and edge hardware design.
Operations, data pipeline architecture, and strategic execution.
Dedicated to family, the Nion team, and everyone who believed in the work from the beginning.
Join the early-access list for Halo, the NIL model suite, and the developer gateway. Tell us where you’re joining from and what you want to build.
Explore the Halo prototypeYour details are sent to Nion’s private waitlist to manage early-access requests. We never expose the list publicly.