Industrial IoT & AI: The Future of Smart Operations
At Firmcraft Technologies, we provide state-of-the-art Edge AI solutions that enable real-time decision-making, enhanced security, and optimized performance. By processing data locally, our solutions reduce latency, lower bandwidth costs, and improve system efficiency for various industrial and smart applications.
AI Model Deployment
We specialize in deploying AI models optimized for edge computing environments, ensuring efficient processing with minimal hardware requirements. Our deployment strategies maximize performance while maintaining accuracy.
Model Optimization – Quantization, pruning, and compression for edge inference
Multi-Platform Support – TensorFlow Lite, ONNX, OpenVINO, and custom AI runtimes
Hardware Acceleration – Leverage NPUs, GPUs, TPUs, and FPGAs for AI inferencing
Security & Encryption – Secure AI model execution to prevent tampering
Edge Computing Solutions
We build high-performance edge computing solutions that process critical data on-premise, reducing reliance on cloud infrastructure. Our solutions cater to industrial automation, predictive maintenance, and security applications.
Real-Time Processing – Reduce latency and enable instant insights
Industrial IoT Integration – AI-driven automation and predictive maintenance
AI at the Edge – On-device inference without cloud dependency
Low-Power Computing – Optimize processing for microcontrollers and SBCs
Custom AI Model Training
One-size-fits-all AI models don’t always work for specialized applications. We provide custom AI model training for specific use cases in healthcare, industrial IoT, automotive, and smart home automation.
Data Collection & Preprocessing – Preparing datasets for high-accuracy training
Model Fine-Tuning – Optimizing AI models for targeted applications
Transfer Learning – Adapting pre-trained models for industry-specific use
Continuous Learning – AI models that improve over time with real-world data
Low-Power AI Processing
Our expertise in low-power AI enables energy-efficient inference on edge devices without sacrificing performance. We optimize AI models and hardware acceleration to achieve real-time results on constrained systems.
AI optimization for low-power microcontrollers & SBCs
Efficient AI inference on ARM, RISC-V, and DSP platforms
Battery-powered AI applications for IoT and wearables
AI acceleration using NPUs, GPUs, and TPUs
AI-Based Vision Systems
We integrate AI-powered computer vision solutions for industrial automation, surveillance, and quality control. Our vision systems analyze video feeds at the edge for instant insights and automation.
Facial Recognition & Biometric AI – Advanced identity verification
Defect Detection in Manufacturing – AI-powered quality control
Video Analytics for Surveillance – Automated monitoring & alerting
Gesture & Motion Tracking – AI-powered human interaction detection
Secure & Scalable AI Infrastructure
As AI adoption increases, security and scalability are crucial. We design secure AI solutions with encrypted data processing, secure boot mechanisms, and OTA (Over-the-Air) updates.
Secure Boot & Encrypted AI Model Execution – Prevent unauthorized access
Federated Learning – Privacy-focused AI training on distributed devices
Remote AI Model Management – Update and monitor AI models securely
Cloud-Edge Hybrid AI – Seamless integration with cloud-based AI analytics
Why Choose Our Edge-AI Solutions?
End-to-End AI Services - From model training to real-world deployment
AI Optimization Experts - Deploy AI models with minimal power and latency
Seamless IoT & AI Integration – Works with IIoT, home automation, and edge devices
Real-Time & Secure AI – Low latency, high efficiency, and encrypted AI execution