The virtual data scientist for your CRM
BigProfiles is the AI Agent for data science, autonomously generating predictive models.
For every model to be generated, BigProfiles cleans the data and, using dozens of Machine Learning algorithms, trains and deploys the model, integrating it with business systems
Forget Python coding, let Artificial Intelligence work for you
BigProfiles will handle everything: feature engineering, algorithm selection, backtesting, deployment, and real-time integrations.
What makes BigProfiles unique?
Complex multi-tables relationships and time windows
BigProfiles autonomously aggregates the features of secondary tables in one-to-many relationships (e.g. a table containing several payments over time for each customer) and creates rolling time windows to model temporal phenomena (e.g. a customer who suddenly churns after 5 years).
Autonomous data cleaning and feature engineering
Cleaning and analysing datasets takes a lot of time. BigProfiles will take care of sparse and highly unbalanced datasets, imputation of missing values, free text, dates and geographical feature extraction, data drift, PCA, collinearity and much more, providing the best dataset for your model.
Autonomous Machine Learning, the Real One
BigProfiles trains and tests dozens of Machine Learning and Deep Learning algorithms and chooses the best one through stratified cross validation, temporal cross validation, custom datasets validation and much more.
MLOps made easy: model deployment, APIs, periodic predictions, auto-retraining
BigProfiles seamlessly integrates with your databases or CRM. With BigProfiles you can import training datasets in one click, leverage real-time APIs, setup periodic predictions and automate periodic model retraining.
Scalability: Generates dozens of Predictive Models simultaneously
Deploy thousands of models, predict billions of records, connect dozens of data sources. Clone models to perform fine tuning, micro-model every behaviour, every campaign, every phenomenon.
Minutes to get a benchmark model and a data health check
You can use BigProfiles’ model as your benchmark, and you can always refine its choices and impose your own decisions. BigProfiles will also provide you an accurate data health check report that lists all the critical issues and gaps in your data.
Dashboarding, analytics and reports in one click
Data visualization has never been easier. BigProfiles automatically builds a data analytics dashboard, which is fully customizable and allows you to see correlations between your data and the target variable at a glance.
Certified cybersecurity, GDPR compliance, optional on-premises installation
BigProfiles is certified ISO 27001, is GDPR-compliant, offers an on-premises installation option, automatically encrypts all the data and let you setup an optional periodic data deletion.
Empower your data scientist
With BigProfiles, you can equip your data science team with the perfect platform to scale predictive modeling and MLOps.
