AI Dynamics: Graduating expert algorithms into ML production models

aidynamics Intellyx BCAn Intellyx Brain Candy Brief

AI Dynamics is seeking to democratize deep learning intelligence within application development through a low-code AI model design environment and machine learning deployment solution.

Their NeoPulse platform allows engineers to directly code AI models, while non-engineers can use a no-code interface to import models and ML guidance templates which contain specific expertise development skillsets – for instance, protein folding, interpreting handwriting, diagnosing COVID from an x-ray, or recognizing specific words and elements in audio and video streams.

The resulting expert AI models are apparently trained to higher accuracy levels with little or no expert technical work required. The platform then promotes and manages the models in production, whether that is on a core system in the server room or out on the enterprise edge of IoT devices and sensors such as cameras, where quantization can help reduce the necessary compute and power footprint of the ML functionality.

The company is also offering free editions for trial use and research, education and non-profit use cases.

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Principal Analyst & CMO, Intellyx. Twitter: @bluefug