Crystallize the information from your data!
Two integrated studios, one straight path to a successful product!
Whether interested to optimally design experiments, or to merely understand highly complex data? Snow Stallion AI helps you with both.
Not sure how to set experiments up? Whether we are starting from the drawing board, or some data are already available, Snow Stallion AI will generate that next batch such that it becomes a direct shot to a product that satisfies your customers.
Set up experiments? Chat about variables, ranges and the desired response. Snow Stallion AI will follow the appropriate experimentation path:
classical sequential design of experiments and moderately nonlinear learning
sequential Bayesian design of experiments and complexly nonlinear active machine learning
Ready to model the data? Jump over to Modeling and Analysis Studio. Got the optimum and there is more to explore? Return to Sequential Experimentation Studio and generate the next batch, with fast convergence to target!
Snow Stallion's Modeling and Analysis Studio is a browser-based workspace for the experimentalist, product developer, or process optimizer, purpose-built for scientific and industrial data. AI will guide you through the essential steps to extract information from your data, as well as to optimize targets. All along, the settings in the graphical interface can also be fine tuned by the expert and easy-to-grasp visualizations are generated.
Upload a CSV, or connect to your SQL or MongoDB data base, pick a method — from classical PLS regression through modern sufficient-dimension-reduction techniques like CRTB — and explore interactive model diagnostics, robust cross-validation, and predictions on new samples without writing a line of code. Designed for analysts who know their data and would rather spend their time interpreting it than maintaining a Python environment, or performing endless clicks in legacy desktop software.
What makes Snow Stallion Studio better than the legacy application?
Easy data access. Both file upload and direct database connection available. Type in language which data to use, let Snow Stallion AI generate the query and get the data.
Conversational experience: don't click-click-click, don't write endless Jupyter notebooks, but talk to your data. Ask which model is most appropriate.
Embeds both well-trusted methods (e.g. PLS), recently published state-of-the-art dimension reduction (e.g. CRTB) and mainstay machine learning tools (e.g. XGBOOST, neural nets).
UI and graphical tools that feel as if the year is 2026.
Embedded optimization tool that visualizes the response surface.
An embedded AI that understands science. If your data are spectra, don't bother translating into which variable number is which loading. Just ask which wavelengths correspond to what, and the model will answer.
Snow Stallion AI's Multivariate Analysis Studio lets you analyze data, build models and optimize like never before! In its conversation interface, simply ask a question about the uploaded data or the trained model and our AI will answer. In this example, a model was trained from near infrared spectra to predict four chemical properties, one of them being water content. Interested what most drives that variable?
Convenient, one-click visualization of uploaded data
A wide selection of multivariate analytics, including both well-trusted and state-of-the-art models
Understand how variance is explained
Visualize low-dimensional representations and detect outliers
State-of-the art cellwise robust techniques return outlying cells
Tune hyperparameters for a wide range of multivariate analytics
Visualize actual and predicted values
Built-in suite of optimizers uses models to identify optimal settings and plots response surface
Contact us to get more information on the studio. Get a free trial, or discuss more intense usage.