Core Services
- Edge AI & ML Services
We manage the entire AI lifecycle at the edge.
Capabilities:
- ML pipeline using modern MLOps tools
- Dataset collection and management
- Model training, tuning, and validation
- Optimized inference for GPU, TPU, and NPU
- Secure versioning and OTA deployment of models
- OS-level tuning for AI workloads
- Edge AI & ML Services
We manage the entire AI lifecycle at the edge.
Capabilities:
- ML pipeline using modern MLOps tools
- Dataset collection and management
- Model training, tuning, and validation
- Optimized inference for GPU, TPU, and NPU
- Secure versioning and OTA deployment of models
- OS-level tuning for AI workloads
What clients get:
AI models that work reliably on real hardware—not just in the lab.
- Edge AI & ML Services
We manage the entire AI lifecycle at the edge.
Capabilities:
- ML pipeline using modern MLOps tools
- Dataset collection and management
- Model training, tuning, and validation
- Optimized inference for GPU, TPU, and NPU
- Secure versioning and OTA deployment of models
- OS-level tuning for AI workloads
What clients get:
AI models that work reliably on real hardware—not just in the lab.
Edge AI & ML Services
We manage the entire AI lifecycle at the edge.
Capabilities:
- ML pipeline using modern MLOps tools
- Dataset collection and management
- Model training, tuning, and validation
- Optimized inference for GPU, TPU, and NPU
- Secure versioning and OTA deployment of models
- OS-level tuning for AI workloads
What clients get:
AI models that work reliably on real hardware—not just in the lab
- OTA update infrastructure
Tweaklogic enables safe, remote updates for both firmware and AI models.
OTA Capabilities:
- Firmware, OS, and AI model updates
- Rollback, versioning, and staged deployments
- Fleet segmentation and telemetry
- Secure key management and rotation
Platforms:
- Mender and custom OTA frameworks
- AWS IoT Core, Azure IoT, GCP IoT
- Cloud, hybrid, and on-prem CI/CD compatibility
Outcome:
Drone and edge fleets remain secure, current, and operational without physical intervention
OTA & Update infrastructure
Tweaklogic enables safe, remote updates for both firmware and AI models.
OTA Capabilities:
- Firmware, OS, and AI model updates
- Rollback, versioning, and staged deployments
- Fleet segmentation and telemetry
- Secure key management and rotation
Platforms:
- Mender and custom OTA frameworks
- AWS IoT Core, Azure IoT, GCP IoT
- Cloud, hybrid, and on-prem CI/CD compatibility
Outcome:
Drone and edge fleets remain secure, current, and operational without physical intervention.
- Embedded OS
- Embedded Linux, Zephyr, FreeRTOS, and Bare-metal firmware
- Custom BSPs, HALs, and middleware
- Sensor hub, cameras, and pipeline integration
- Performance, power, and reliability optimization
Embedded OS
- Embedded Linux, Zephyr, FreeRTOS, and bare-metal firmware
- Custom BSPs, HALs, and middleware
- Sensor hub, camera, and pipeline integration
- Performance, power, and reliability optimization
- Custom Operating Systems
TLOS™ – Tweaklogic Linux Operating System
- Custom Linux OS for SoC/MPU-based platforms
- Tailored to client hardware and application requirements
- Partitioned OTA with backup and recovery
- Tuned for security, reliability, and AI workloads
Custom Operating Systems
TLOS™ – Tweaklogic Linux Operating System
- Custom Linux OS for SoC/MPU-based platforms
- Tailored to client hardware and application requirements
- Partitioned OTA with backup and recovery
- Tuned for security, reliability, and AI workloads
- Custom Operating Systems
TLRTOS™ – Tweaklogic Real-Time Operating System
- Zephyr-based RTOS for MCU platforms
- Deterministic real-time performance
- Secure OTA and fail-safe recovery
- Optimized for low-power and constrained environments
Custom Operating Systems
TLRTOS™ – Tweaklogic Real-Time Operating System
- Zephyr-based RTOS for MCU platforms
- Deterministic real-time performance
- Secure OTA and fail-safe recovery
- Optimized for low-power and constrained environments
- Embedded & IoT Security
Security is foundational across hardware, firmware, cloud, and AI
Security Capabilities:
- Hardware root of trust
- Secure boot and chain of trust
- Signed and encrypted firmware delivery
- Runtime security and access control
- Secure AI model communication and inference
- Physical tamper-resistance considerations
Embedded & IoT Security
Security is foundational across hardware, firmware, cloud, and AI.
Security Capabilities:
- Hardware root of trust
- Secure boot and chain of trust
- Signed and encrypted firmware delivery
- Runtime security and access control
- Secure AI model communication and inference
- Physical tamper-resistance considerations
- Full lifecycle security—from factory flashing to field updates
- CI/CD for Embedded & AI Systems
Tweaklogic enables safe, remote updates for both firmware and AI models.
OTA Capabilities:
- CI/CD pipelines for firmware and AI
- Manufacturing-to-deployment workflows
- Automated validation and update governance
- Controlled rollouts across heterogeneous fleets
What Clients Ultimately Get:
- Custom embedded OS (TLOS™ / TLRTOS™)
- Secure firmware and AI OTA pipelines
- Hardened-edge AI systems
- Scalable fleet management infrastructure
- Long-term system maintainability and security
CI/CD for Embedded & AI Systems
- CI/CD pipelines for firmware and AI
- Manufacturing-to-deployment workflows
- Automated validation and update governance
- Controlled rollouts across heterogeneous fleets
What Clients Ultimately Get
- Custom embedded OS (TLOS™ / TLRTOS™)
- Secure firmware and AI OTA pipelines
- Hardened-edge AI systems
- Scalable fleet management infrastructure
- Long-term system maintainability and security
Tweaklogic enables safe, remote updates for both firmware and AI models.
OTA Capabilities:
- Manufacturing
Manufacturing consulting and support for Edge AI devices
Capabilities:
- Industry 4.0 adaptation for existing device manufacturing lines
- Secure initial firmware provisioning of devices in factories
- Manufacturing software supply chain management and compliance
- Diagnostics and Production Test software planning and development
Manufacturing
Manufacturing consulting and support for Edge AI devices
Capabilities:
- Industry 4.0 adaptation for existing device manufacturing lines
- Secure initial firmware provisioning of devices in factories
- Manufacturing software supply chain management and compliance
- Runtime security and access control
- Diagnostics and Production Test software planning and development
General inquiries
info@tweaklogic.com
Quick Links
Our Offices
Tweaklogic USA
Rockwood, PA
Tweaklogic Australia
Adelaide, SA