iTuring ODAs
iTuring ODA: AI powered Open Data Accelerator (Feature Store) for Financial Services
Ideate, Share, Discover Features
Open Data Accelerator for curating data pipelines
Over 80% of the time in DSML lifecycle is spent on data preparation. Identifying, connecting multiple data sources, creating data pipelines, new features and curating data pipelines is a long process. Feature Stores help in capturing deep hidden behavior of the customer and selecting the right data lineage, which will ultimately optimize the inputs for a good model. ODA can be a great differentiator in terms of saving time and resources.
ML Data Pipeline for every business
With CyborgIntell iTuring’s ODA, connecting to multiple data sources becomes effortless with out-of-the-box connectors. Leverage 1000’s of pre-computed features to bolster your model accuracy using drag and drop functions. Design your analytical solutions, select right modelling population and data lineage, allowing AI to create Mathematical, Statistical, Text Analytics, Pattern, Interaction and Value features. Reuse data pipelines and enable efficient re-training of models using the relevant feature pipeline instantly in real time, while eliminating duplicate efforts.
Ideate Discover Create your Data Science Projects
Data pipeline and preparation layer for machine learning
With ODA, you can ideate, share and discover features and create more effective machine learning pipelines. Perform data cleansing, aggregation, merging and efficient data preparation. Create auto-feature pipeline for ML development and deployment.
Innovative Analytical Design system
ODA helps you create observation and performance window and construct features with multiple data lineage. Faster feature computation, durability, and scalability. Create cohort, longitudinal and cross-sectional modelling population based on your use case.
AI driven Deep Features Synthesis
ODA offers 10,000s of pre-computed features from deep transactional data to understand customer’s transaction, payment, banking patterns, that can be traced, explained and validated. It allows you to process & automatically compute credit bureau, customer enquiry, product, revenue, delinquency features. ODA offers a code recipe framework to create your own feature recipe and plug it into the feature pipeline.
Recipe to create new features
With over 10000+ preconfigured features ODA is one of the most impactful modules that decreases the time taken to create features, enabling faster data preparation. ODA also provides you with the recipe to create new online and offline features at any point of time. It just doesn’t stop there; you can also validate these features instantly.
Low latency serving API
Retrieving features for real time or batch predictions is a tedious task and hat can be prone to version and other errors. With ODA you can retrieve features with confidence, a high throughput batch API for creating point-in-time correct training data for both real time and batch predictions.
Connect to multiple sources of data
With ODA’s out-of-the-box connectors you can now connect to multiple sources of data instantly. Traditionally this activity takes a lot of time and effort, we have made it easy to connect with multiple sources and bring it together in one place making it extremely easy to create a data pipeline for analytics.
How iTuring ODA can help
- Save 80% of time in data preparation for modeling
- Highly Distributed and parallel processing feature computation system
- Create Feature pipeline for online and offline features in few hours
- Faster model deployment in production
- Increase productivity: Allow data scientist to solve other business problems
- Boost predictive accuracy of ML
- Track lineage and address regulatory compliance
- Provide 360-degree view of customer at one platform
Contact us to find out more
Unlock the power of AI with CyborgIntell!
