Break your productivity limits
MFS Enterprise allows you to break productivity and time limits facing your Data Science team. Get the job done successfully by combining our Data Scientists' experience with our simple, practical, adjustable and cost-effective ModelFactory.io™. We assist your team in training, updating, scoring and deploying multiple machine learning models easier and faster. Save up to 50% on model production time and spend at least 50% less from the cost from usual AutoML platforms. Get these benefits rapidly thanks to our data science support team and a great tool.
Our Data Scientist support your team
With MFS Enterprise, your team receives support from an experienced Data Scientist. We assist your Data Science team in developing model recipes to update and generate multiple new models as you need. We help you in identifying and selecting new variables for high-performing algorithms. With ModelFactory.io™ you can save and store your models for future use. It lives in our cloud or can be integrated into your virtual environment where your team can access your models wherever and whenever they want.
Produce more and react faster
Gain time, produce more and react faster to the demands of your internal clients and market dynamics. With MFS Enterprise and our Data Scientists support and ModelFactory.io™ AutoML tool, your team can scale up machine learning models production and increase analytical capacity. You will be able to produce all the ML models you want, as your company needs them.
COMPLEMENT YOUR DATA SCIENCE PLATFORM
Complement your Data Science platform with MFS Enterprise service to get the support you need and use a very cost-effective AutoML for it. Our experienced Data Scientists will assist your Data Scientists in creating model recipes from the models generate with your Data Science platform and automate their production with our cost-effective AutoML ModelFactory.io™ to multiply them. Our tool is independent cloud software that can work with your components on AWS or GPC virtual environments.
Our experienced Data Scientists support your team with MODELFACTORY.IO™, obtaining powerful scale capacity and providing faster results to your organization and customers
ENHANCE YOUR DATA SCIENCE PRACTICE
MFS Community has been designed thinking on individual Data Scientists. Even if you are using open-source AutoML solutions with ModelFactory.io™, you can have a very practical AutoML to increase your ML model production quickly. Generate and update ML models quicker to provide better service to your clients. Gain a competitive edge and increase your number of clients. Be part of the MFS Community to enhance your data science practice working faster and more productive for your clients.
CREATE YOUR MODEL FACTORY SERVICE BUSINESS
With MFS Community, you can create now your independent data science practice. For Data Scientists wanting to go on their own, we can partner with you to get clients and provide MFS to them. We will train you to use our ModelFactory.io™ and help you get clients that need machine learning models. Get the freedom and flexibility of having your own business with the support that you need to start with the MFS Community.
MODELFACTORY.IO™ is a cost-effective AutoML to be better equipped and provide faster service to your Data Science customers
What is a Model Factory?
A Model Factory is a system that assists and automates the day-to-day work of your data scientist team. Instead of investing days or weeks building one model at the time, the Data Scientist makes a “model recipe” that can be applied to create multiple new models. The Data Scientist decides which features should be tested, how the feature building should be done, what models should be tested, and how the best model should be chosen.
Once the model recipe is finished and uploaded into the model factory it can be automated to create as many models needed, be it 10, 100, or 1000. The same model recipe can be used to re-train existing models with new data automatically (by following the same recipe) to ensure that each is always performing at its optimal level.
This paradigm shift in the work of the data scientist is simple but powerful. Instead of building models one by one, they create algorithms used to build countless models automatically. The power of automation will multiply the productivity of your data science team.
Accéder MF Operationalization Flow
It works from our cloud or yours!
Model Factory Components
Just select your targets and features, and the Model Factory does de rest!
Producing or updating your models now takes only minutes or hours!
We keep ModelFactory.io™ user interface simple and easy-to-follow
Upload datasets, run queries, perform scoring, download your models' files or ask for adjustments, we can!
Your satisfaction is our priority!
WHAT MAKES UNIQUE MFS?
Model Factory Service is a value-added service providing experienced data science support with an AutoML tool. This combination is challenging to find in an industry where the norm is getting learn-yourself complicated and expensive platforms with very limited or no data science support.
What is MODELFACTORY.IO?
ModelFactory.io™ is our model factory working as an AutoML system. It’s an independent cloud-based solution tailored to our clients. It is designed based on the Data Scientist journey and our significant experience in producing machine learning models for many years for companies from several industry sectors.
What results do I get?
Our user interface is practical and straightforward. Only you find what you need to produce and verify the performance of the multiple models you generate and update. The scoring reports are elementary and easy to read. In each, you get the model KPIs such as Most Valuable Variables, Lift, AUC, Logloss and the system provides the Best Model out multiple models the system trains.
WHO OWNS THE MODELS GENERATE BY ModelFactory.io™?
Once the best model has been generated, you can download its executable file for deployment. The models are entirely yours! We also can create an API for a more straightforward implementation. However, this requires a unique configuration. The model will run into your virtual environment and will remain yours.
What type of models do I get?
You can generate automatically or upload your datasets from your computer or directly from your data lake running queries (once we set up a connection configuration to your database). ModelFactory.io™ then train and generates models in Python 3 and H2O. Our experienced Data Scientists can help you doing model recipes from R to Python. We will soon release our application to produce models in Spark as well.
WHAT IS A MODEL RECIPE?
It is a Pipeline with the model's transformation steps. An AutoML program is applied to train and create multiple models. The recipe is used to retrain existing models with new data automatically (following the same recipe) to ensure that each one is always at its optimum level. It allows a quick model production by changing only datasets and selecting different variables. Once the recipe is loaded in the ModelFactory.io™, you can use it to create as many models as necessary: 10, 100 or 1000.
HOW MUCH SHOULD I EXPECT TO INCREASE MY PRODUCTIVITY?
Once you have your recipe ready, you can expect to save the time related to developing an ML model from the dataset you built. Our experience indicates that this can represent saving up to 50% of the time you take developing a model. We are also working on additional functionalities on ModelFactory.io that will add saving time to your Data Science practice.
HOW DOES ModelFactory.io™ WORK?
It operates either from our cloud or your virtual environment. We can make it work as another integrated application in your AWS and GCP. From our cloud, you don’t need new systems as you do with most Data Science platforms. You can upload your datasets from a file or directly from your database. You can follow the steps to generate new models or use stored datasets or models to create new ones.
To create a new model, you can follow these steps:
Upload your dataset,
Select your targets and variables,
Choose your model recipe,
Run and train your model,
View the scoring,
Save and deploy the model you choose.
With MFS Enterprise, one of our experienced Data Scientists will help you to develop model recipes and to select new variables to ensure a model high-performance.
Why do I need it?
With MFS Enterprise your Data Science team receives support from an experienced Data Scientist making sure you maximize your time using ModelFactory.io™.
Your team decreases time-consuming tasks to allow more focus on analytical and valuable activities. ModelFactory.io™ enables you to provide critical models decision-making predictions to the business units that rely on your job more quickly.
With MFS Community, you increase your model production speed and therefore, your clients' satisfaction. You gain more time for additional clients or to enjoy yourself. With a practical and low-cost effective AutoML such as ModelFactory.io™, you can now develop a data science practice on your own.
With MFS Enterprise, you increase productivity without sacrificing your team's time on learning how to use sophisticated platforms without help.
SUPPORT from our experienced Data Scientists to ensure your success!
EFFICIENCY with a Data Scientist deployed to create and upload the model recipe. Your team does NOT spend their valuable time learning complex platforms and manually running countless refinements – our Data Scientists and ModelFactory.io™ take care of these.
SCALE easily using ModelFactory.io™ to take the recipe and run the variables and models you need, at scale, quickly and in parallel to each other.
COMPLEMENT your Data Science platform integrating our easy-to-use and straightforward ModelFactory.io™ AutoML tool to multiply the models you built in it.
STOP! Using your time for constant model evolution or trying to master complicated platforms.
START! Taking your Data Science expertise and leverage it at scale to deliver value across your organization and clients, while saving time and money.
Ask for a presentation-demo today!
ModelFactory.io™ Technical Support
If you need technical support with ModelFactory.io™
Our team is here to help!