AI platform aims to make machine learning more accessible
The company’s new framewok – NeoPulse Framework 2.0 – is designed to enable organizations to solve the most complicated AI challenges at a fraction of the time and cost using current methods or developing their own solutions in-house. Leveraging NeoPulse Framework 2.0, says the company, along with DimensionalMechanics methodologies, lets organizations take their data and build sophisticated AI solutions based on all data types – video, numerical, text, images or audio.
“With NeoPulse, our AI builds your AI,” says Rajeev Dutt, CEO of DimensionalMechanics. “We’ve created a platform for AI development that lets developers of all skill levels rapidly answer data-driven questions using a cost-effective and repeatable approach.”
NeoPulse Framework 2.0 comprises four main elements: NeoPulse Modeling Language 2.0 (NML), NeoPulse AI Studio 2.0 (“an AI that builds AI”), Portable Inference Models (portable AI models), and NeoPulse Query Runtime 2.0, which allows any application to access the portable AI models using web-based REST APIs. With NeoPulse Framework 2.0, says the company, developers can create custom AI models to answer real-world business questions, based on their own data, without being machine learning (ML) experts themselves.
The NeoPulse Modeling Language 2.0 is an intuitive domain specific language that fully automates the creation of new AI models to tackle common ML problems – e.g., classification, regression, etc. – regardless of data type. It is Turing-complete and, the company says, can accomplish in dozens of line of code what in conventional languages would take hundreds of lines of code.
“Our NML language is purpose-built for deep learning, yet easy enough to learn in just days.” says Dutt. “Developers can now create AI models in a fraction of the time and cost than was ever possible before.”
Users of NeoPulse Framework 2.0 have the option of having their AI solutions in the cloud or on-premise. NeoPulse Framework 2.0 is available via cloud deployment, with NeoPulse AI Studio and NeoPulse Query Runtime downloadable within Amazon Web Services (AWS) Marketplace. An on-premise version of NeoPulse Framework 2.0 is expected to be available later this year.