Best edge device integration tools in 2025

Banana

Efficient GPU resource management for AI model deployment.

COG

Streamlined deployment of machine learning models across environments.

Athina AI

Collaborative platform for building and testing AI features.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Intel OpenVINO

Accelerates AI model deployment across platforms with reduced latency.

Openfabric AI

Decentralized network for building collaborative AI applications.

Vivoka

Voice AI technology for efficient offline workflows.

Huawei HiAI Platform

AI integration for smarter mobile applications.

Filliny

AI-driven automation for accurate online form filling.

Medical Chat

Instant answers for medical and veterinary inquiries.

Denvr AI Cloud

On-demand computing resources designed for AI workloads.

Paid + from $1.00/h
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