Let Octai model your Revenue
Octai Model standardizes your ML project structure and automatically generates versions for data, code and parameters on every model build. Deliver immutable & tested production grade artifacts continuously.
Automated Machine Learning
AutoML is pervasive across Octai . Powering everything from feature transformation to model selection, monitoring and deployment, robust autoML capabilities are the engine behind our ability to deliver AI that does AI.
When you build and train your model, you can build alternative experiments in parallel. Giving you the chanve to compare and contrast the results, without having to wait.
Increase accuracy, ROI and time savings with optimization across all components of the machine learning modeling pipeline - delivered through a mix of our proprietary and innovative state-of-art parameter optimization methods.
Adopt multiple levels of both fully automatic and easily customizable ensembling to increase accuracy and ROI.
Assess model robustness and mitigate risks in production by obtaining a holistic view of the models and preventing failures on new data.
Unsupervised Automatic Machine Learning
Immediately get new insights on your unlabeled data with unsupervised techniques such as clustering to automatically group topics, outlier detection to identify irregularities in your data, and dimensionality reduction to reduce model overfitting and complexity.
Leaderboard for Forecasting
Save time getting an optimized forecasting model with a new leaderboard mode, specific to time series experiments. Automatically design and run multiple experiments with varying amounts of pairs (train-test gap, forecast horizon, etc.) to help with model selection.
Identify areas in your data where a model shows bias across various metrics with a dashboard that shows disparity between groups in the dataset.
Automatic Feature Engineering
Increase accuracy and ROI with our proprietary grandmaster-level feature engineering that automatically extracts predictive statistical information from your data for highest accuracy and for gaining actionable insights into the causal nature of the data.
See Your Future, Today!
Revolutionizing business outcomes with predictive analytics for every teamTry Octai for free
In the news
Keep up to date with our lastest news, blog posts, webinars and events.
The Best 9 ML & No-Code Machine Learning Platforms: Your Guide to Democratizing AI in 2023
Machine learning and artificial intelligence are transforming the modern world at an unparalleled pace. From healthcare advancements, to revolutionising the e-commerce sector, these technologies...
Framing the Right Problem: An Introduction to Machine Learning Problem Framing
Problem framing involves breaking down a big problem into smaller parts, making it easier to solve. In the context of machine learning (ML), defining the problem is crucial for effective algorithm...
Constructing a Long-Short Strategy for Dow30 Stocks with ML Studio: An Easy Approach to Complex Finance Modeling
Navigating the dynamic and complex world of finance often hinges on staying ahead of the curve. Devising a trading strategy may seem like an arduous task, but the advent of advanced technology...
Part II: How AI-Driven Demand Forecasting Is Helping European Electricity Distribution Firms
In Part I, you saw an overview of the European energy market—how the electricity trading market is structured, how European government initiatives affect the market, and how the EU is aiming for...
Harness the Power of Data-Driven Decision Making with Machine Learning Solutions
In today's fast-paced business world, leveraging data to make strategic choices is crucial for success. Combining decision intelligence and theory, data science, and machine learning empowers...
How AI Is Impacting the Current European Market for Electricity Distribution Firms
Accurate electricity demand forecasting is vital for energy suppliers, Independent System Operators (ISOs), financial institutions, and other participants in electric energy markets, generation,...
Leveraging Machine Learning to Boost Fraud Detection in Fintech
PayPal holds a unique position in Silicon Valley mythology. The PayPal Mafia—Former PayPal employees and founders—have gone on to found YouTube, Tesla, Inc., LinkedIn, Palantir, SpaceX, and ...