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Engineering Capabilities

Advanced Systems Built For Sovereign Intelligence

Bixi Tech develops autonomous edge infrastructure, embedded intelligence systems, and mission-critical AI environments engineered for disconnected military deployment.

Core Engineering Areas

Mission-Grade Capability Stack

01
Drone Swarms

Cooperative Autonomy

Self-healing UAV swarms with on-board decisioning, leader/follower behaviours, and resilient mesh comms for jammed and contested airspace.

02
GPS-Denied Navigation

Offline Autonomy

Visual-inertial odometry, terrain-relative navigation, and on-board SLAM for autonomous operation across mountains, canyons, and indoor environments.

03
Open-Weight LLMs

On-Device Inference

Llama, Mistral, Qwen, Gemma and Phi — quantized (GGUF / AWQ) and served locally via llama.cpp, Ollama, and vLLM. Air-gapped tactical Q&A and reporting.

04
Edge AI Runtime

Heterogeneous Silicon

Vendor-neutral inference across Jetson, AMD Ryzen AI, Hailo, Rockchip NPU, Coral Edge TPU, and Raspberry Pi CM5 — the right chip per mission.

05
Computer Vision

Rugged-Terrain Detection

Multi-spectrum CV for movement detection across mountains, forests, and border zones — thermal, EO/IR, and visible domain fusion.

06
Embedded Firmware

Hardware Integration

Ruggedised embedded architectures engineered for MIL-spec operation, EMI, vibration, and thermal extremes.

Capability Visualised

From Silicon To Inference

Glowing red neural network nodes representing Bixi Tech AI threat detection models
AI Inference

Signed Models, Sovereign Pipelines

Macro view of a defence-grade printed circuit board with a glowing red LED
Silicon

Ruggedised Compute

Stacked holographic data fusion visualization combining sensor layers
Fusion

Multi-Sensor Intelligence

Detailed firmware development on defence-grade embedded hardware
Firmware

Signed, Sealed, Mission-Ready

Silicon

Edge Compute & Silicon

We are deliberately vendor-neutral. Bixi Tech ships on the silicon, models, and runtimes that best fit the mission — open-weight LLMs, locally hosted, no cloud dependency.

Edge Compute & Silicon
  • NVIDIA Jetson
  • AMD Ryzen AI
  • Hailo
  • Rockchip RK3588
  • Raspberry Pi CM5
  • Coral Edge TPU

Logos & names are trademarks of their respective owners. Listed for interoperability.

Models

Open-Weight LLMs

We are deliberately vendor-neutral. Bixi Tech ships on the silicon, models, and runtimes that best fit the mission — open-weight LLMs, locally hosted, no cloud dependency.

Open-Weight LLMs
  • Meta Llama 3
  • Mistral
  • Qwen
  • Google Gemma
  • Microsoft Phi
  • DeepSeek

Logos & names are trademarks of their respective owners. Listed for interoperability.

Runtimes

Local Inference Runtimes

We are deliberately vendor-neutral. Bixi Tech ships on the silicon, models, and runtimes that best fit the mission — open-weight LLMs, locally hosted, no cloud dependency.

Local Inference Runtimes
  • llama.cpp
  • Ollama
  • vLLM
  • ONNX Runtime
  • GGUF / AWQ
  • TensorRT-LLM

Logos & names are trademarks of their respective owners. Listed for interoperability.

Drones & Robotics

Drones & Robotics

We are deliberately vendor-neutral. Bixi Tech ships on the silicon, models, and runtimes that best fit the mission — open-weight LLMs, locally hosted, no cloud dependency.

Drones & Robotics
  • ROS 2
  • PX4 Autopilot
  • ArduPilot
  • MAVLink
  • Zenoh
  • OpenCV

Logos & names are trademarks of their respective owners. Listed for interoperability.

Mission Capability Matrix

Operational Intelligence Performance Metrics

Heterogeneous Edge Deployment98%
Offline LLM Throughput92%
Swarm Mesh Resilience95%
GPS-Denied Navigation Accuracy96%
Autonomous Uptime99%
System Architecturev3.41
AI Processing LayerONLINE
Sensor Fusion MatrixACTIVE
Navigation LogicREADY
Telemetry SystemsSTABLE
Autonomous RuntimeLOCKED
Engineering Philosophy

Every Bixi Tech system is designed around resilience, operational continuity, and sovereign infrastructure control.

Infrastructure-Driven Intelligence

Secure systems engineered for defence organisations operating beyond conventional cloud infrastructure.