About Neotheos
Decentralized Intelligence & Sovereign Autonomous Systems
Our Mission
Neotheos Incorporated engineers secure, localized AI infrastructures and autonomous robotics for entities requiring absolute data sovereignty. We exist to close the critical gap between the transformative potential of AI and the non-negotiable security requirements of defense, government, and enterprise operations.
What We Do
We build AI systems that never leave your network. Our proprietary neural fabric executes complex LLM reasoning and multi-agent orchestration entirely on bare-metal, on-premises environments — ensuring zero-trust compliance without sacrificing capability.
Our solutions span from turnkey air-gapped RAG appliances for secure document analysis to autonomous bipedal defense platforms that process all spatial reasoning on-board. The common thread: complete data sovereignty with no cloud dependencies in the inference chain.
Our Approach
Local-First
All inference and reasoning happens on your hardware, in your facility. No data crosses the wire.
Zero-Trust
Architectured from the ground up with zero-trust security principles. No cloud APIs, no third-party dependencies in the inference chain.
NVIDIA-Powered
Purpose-built for NVIDIA GPU architectures. Distributed compute clusters leverage tensor cores for maximum throughput.
Canadian Innovation
Headquartered in Niagara-on-the-Lake, Ontario. Building critical AI infrastructure for Canadian defense and enterprise.
Technology Stack
Neotheos operates at the intersection of several technical disciplines, using a deliberately multi-language pipeline to leverage the strengths of each ecosystem:
AI & Inference
Local LLM hosting, retrieval-augmented generation, multi-agent orchestration, and vector search — all executed on NVIDIA GPUs via CUDA and optimized runtimes. Our team has hands-on experience training and fine-tuning production LLMs (GPT-4, Llama 2, Falcon) on AWS SageMaker, with roots in early neural network research using CNTK, Caffe, and Torch.
Infrastructure
Proxmox-orchestrated bare-metal clusters, distributed compute mesh, and encrypted local networking for sovereign deployments. Backed by deep cloud infrastructure experience (AWS CloudFormation, EC2, Lambda, RDS, S3) enabling hybrid architectures where appropriate.
Applications
C#/.NET for enterprise services and web platforms, Python for ML pipelines and model integration, C/C++ for embedded systems and robotics control. Our enterprise stack includes 20+ years of high-throughput real-time systems — from automated trading platforms to multi-threaded socket-based architectures.
Robotics & Embedded
Sensor fusion (LiDAR, thermal, visual), autonomous navigation, and human-autonomy teaming interfaces for bipedal defense platforms. Grounded in hardware-level embedded development — PIC microcontrollers, custom circuit design, motor control systems, and bipedal locomotion engineering — alongside DARPA Grand Challenge autonomous systems experience.
Security & Compliance
Zero-trust architecture, HIPAA-compliant system design, SAML/SSO integration, and enterprise encryption. Every deployment is designed for air-gapped operation with no external dependencies in the inference chain.
GPU & Accelerated Computing
Native CUDA and OpenCL development for GPU-accelerated workloads. Purpose-built for NVIDIA tensor cores with experience spanning consumer GPUs through enterprise A100/H100 deployments.
R&D Facilities
Neotheos operates a dedicated computer and robotics laboratory in Niagara-on-the-Lake, Ontario — equipped for the full spectrum of our research and development activities, from GPU cluster provisioning and model fine-tuning to embedded systems prototyping and autonomous vehicle integration.
Compute Lab
Multi-GPU workstations and bare-metal clusters for model training, inference benchmarking, and distributed compute research. Purpose-built for air-gapped deployment validation and stress testing sovereign AI appliances before field deployment.
Robotics Workshop
Integrated electronics bench for embedded systems development, sensor array prototyping, motor control, and custom circuit fabrication. Supports full bipedal platform assembly, locomotion engineering, and autonomous navigation testing.
Quantum Computing Research
Exploring quantum-enhanced optimization and quantum machine learning through cloud quantum hardware (IBM Quantum, Amazon Braket, Google Quantum AI). Active research into hybrid quantum-classical algorithms for combinatorial optimization and quantum-resistant cryptography relevant to sovereign AI security.
Rapid Prototyping
End-to-end capability from concept to working prototype — combining software simulation, hardware integration, and field testing under one roof. This tight feedback loop accelerates development cycles from months to weeks.
Target Markets
- Canadian Federal Defense — IDEaS program, DND autonomous systems procurement, ITAR/CMMC-compliant AI solutions
- Municipalities — Smart city infrastructure, secure document analytics, bylaw and permit analysis, public safety AI
- Secure Enterprise — Financial services, healthcare, critical infrastructure operators requiring data residency guarantees
- Research Institutions — Universities and labs requiring on-premises LLM inference for sensitive research data
Partnerships & Programs
NVIDIA Inception
Member of the NVIDIA Inception program, providing access to preferred hardware pricing, technical support, and the NVIDIA developer ecosystem.
Open Ecosystem
We build on open standards and open-source foundations where possible, contributing back to the community while protecting our proprietary innovations in orchestration and deployment.