Welcome to mlOS,

the machine learning operating system to build, deploy and manage models at scale.

Are you ready for MLOps?

Machine Learning Can Be Complex,
Confusing and Costly With Other Tools

You shouldn’t need to jump over hurdles to use machine learning. That just slows your development.

Free Tools

Paid Tools

mlOS makes Machine Learning Operations Easy

mlOS infographic
mlOS simplifies production modeling. Five core modules manage
updates to data inputs and APIs in an automated mlOps workflow
  • Data Independent ML Pipe

    Universal pipe for any data type - tabular, NLP, vision or time series

  • Intuitive OS-style Interface

    The navigation is like any OS such as Windows or Mac OS

  • No Coding Required

    Coders enjoy full control to customize all modeling steps

  • Automated Model Governance

    Fit-for-purpose workflow to manage model risk

  • Deploy Anywhere

    Use mlOS on our cloud, your cloud, or deploy on-premise

  • Easy Collaboration

    Bring the Art of MLOps to the team

Features List

Download a complete list of mlOS features.

mlOS is a Model Factory

mlOS streamlines mlOps

Data Engine
ML Engine
Model Manager
Model Deployment

A production machine learning platformwith speed and extreme control

mlOS is loaded with features that make it easy to build, deploy, and monitor models at scale.

Speed Features
Control Features
Collaboration Features

Braintoy's mlOS is a first of its kind.

A production machine learning platform
for people who need to build AI, FAST!

No-Coding or Coding

mlOS no coding mlOS coding

Light Mode or Dark Mode

mlOS light mode mlOS dark mode

Production Machine LearningFAQ

Artificial Intelligence is a branch of computer science that endeavors to replicate or simulate human intelligence in machines so that they can think like humans and mimic their actions. AI systems are powered by machine learning with the characteristic to rationalize and take actions that offer the best chance to achieve the target goal without having explicit formulas for all scenarios.

A model is what you get when you combine data with a machine learning algorithm. The three stages in building a model are the training, testing, and prediction. The training trains the model using past data, the testing phase validates the accuracy of the model that is built, and the prediction phase is when live data is fed into the model to predict the outcomes.

mlOS ingests all types of data - tabular, vision, text, and time series. Tabular data has rows and columns. Computer vision data is in the form of images. Text data is in the form of free text such as in documents, emails or transcribed speech, commonly referred to as Natural Language Processing. Time series data is a series of data points indexed in time order and typically comes from sensors. mlOS comes preshipped with preprocessing algorithms for all such data types.

mlOS is pre-shipped with over 60 popular algorithms. There are general purpose classifiers and regressors e.g. Random Forest, Support Vector Machine (SVM), Deep Learning classifiers and regressors e.g. TensorFlow, as well as NLP classifiers e.g FastText. Algorithms are added regularly. You can add custom algorithms on deploying your own mlOS.

Models are deployed on the web as an API endpoint with a unique identifier. Any application can now make requests to the model API endpoint URL with proper credentials and get predictions in real-time.

Every model is unique and version controlled. The user has the ability to build, view, interact with, customize, make new versions of, accept, reject or deploy any model. One model can be swapped for another seamlessly.

Braintoymakes AI accessible.

hand typing at a laptop

For Developers

who struggle with the complexity of machine learning, Braintoy makes it easy to build and deploy ML models in your applications.

team in an office

For Development Teams

who struggle to collaborate when building and deploying machine learning in your products, Braintoy simplifies collaboration.

team meeting at at table

For Businesses

who struggle to afford and develop AI solutions that can increase their competitiveness, Braintoy makes AI feasible.