Edge AI
Tweaklogic offers complete Edge AI solutions for your business
Built for the field
Tuned for intelligence
Tweaklogic builds complete, production-ready Edge AI solutions for industries where intelligence must run at the edge
Who Are We?
Engineering Edge AI from prototype to the field
We partner with teams developing mission-critical systems—where reliability, performance, and security matter as much as innovation. From early architecture through to production deployment, we help organisations design, build, and operationalise intelligent systems that run at the edge, not just in the lab.
Our work spans embedded platforms, AI acceleration, computer vision, and secure on-premises machine learning pipelines, with a strong focus on systems that must operate in constrained, remote, or regulated environments. We are equally comfortable working close to the hardware as we are optimising models, pipelines, and deployment workflows.
Tweaklogic exists to bridge the gap between research prototypes and field-ready systems—turning complex ideas into robust, deployable technology.
Core competencies
Industry Impact
Delivering proven, reliable autonomy for the world’s most demanding industries
Defense
Search & Rescue
Mining
Agriculture
Wearables
Security
 The Tweaklogic Autonomous Platform
1. Hardened Embedded Security
From a Hardware Root of Trust to signed firmware and runtime security, we protect your assets, your data, and your AI models from the silicon up.
2. Custom Embedded OS (TLOS & TLRTOS)
A tailored, real-time operating system (Zephyr or Linux-based) for your specific hardware. Our OS is partitioned, fail-safe, and optimized for high-performance AI workloads.
3. Edge AI & ML Deployment
We manage the entire pipeline. From training infrastructure to optimized deployment on NPU/GPU/TPU or any hybrid AI acclerator architecture, we enable real-time, low-latency decision-making on the device itself.
4. Scalable OTA & Fleet Management
Securely deploy firmware and AI model updates to a single drone or a global fleet. Our Mender-based infrastructure provides robust, fail-safe updates with full CI/CD integration.
Why Tweaklogic?
Building autonomous systems is complex and high-risk. We de-risk your project with a complete, production-ready platform and an expert team.
Reduce Time-to-Market
Why spend 3 years building a secure OS, an OTA pipeline, and an ML framework? Our platform gets you from prototype to production fleet in a fraction of the time.
Eliminate Security Risks
A single vulnerability can compromise your entire fleet. Our security-first approach is designed for defense-grade applications, protecting you from day one.
End-to-End Expertise
Our team of Technical Architects, Embedded Security specialists, and ML Engineers become an extension of your team, from initial solutioning to field deployment.
What We Solve
Mission-critical industries today face:
Outdated and Insecure Embedded Systems
Fragmented firmware upgrade processes
High-risk AI deployments at
the Edge
Lack of integrated MLOps pipelines
Limited AI accelerator and Edge training support
Ready to Build Your Next Autonomous System?
Let’s discuss your hardware, your mission, and your security requirements. See how Tweaklogic can provide the intelligent, secure core for your product.
General inquiries
info@tweaklogic.com
Quick Links
Our Offices
Tweaklogic USA
Rockwood, PA
Tweaklogic Australia
Adelaide, SA