Databloom provides with Blossom Sky a secure and data regulation compliant data platform integration framework. The founders of Databloom are the top experts in federated learning and distributed data processing and are also leading contributors to Apache Wayang, the Distributed Data Processing Platform.
Blossom Sky allows you to connect to any data source without having to copy the data into data warehouses or data lakes. Extend your data pipelines and enrich your AI and ML models; even create Generative AI to improve data efficiency; create digital twins of your current environment and model any future scenario; and gain better and more accurate insight to be a data leader in your industry.
Blossom Sky allows you to connect to any data source without having to copy the data into data warehouses or data lakes. Extend your data pipelines and enrich your AI and ML models; even create Generative AI to improve data efficiency; create digital twins of your current environment and model any future scenario; and gain better and more accurate insight to be a data leader in your industry.
Blossom Sky integrates with all major data processing and streaming frameworks, as well as AI systems like Tensorflow, Pandas, PyTorch. We support JDBC as well as Java, Scala and Python interfaces and working on a native high-performance SQL layer, called SQL everywhere.
Explore the Potential of Federated Analytics
With federated learning, you can train machine learning models on data that is distributed across multiple devices, such as smartphones or edge devices, without compromising data privacy or security. Federated learning allows you to leverage large amounts of data without sending it to a central server, which can reduce bandwidth and latency issues. Blossom Sky is the leading solution for federated learning integration, offering a Platform Integration as a Service (PIaaS) layer that automates the complex process of data processing integration with AI. With Blossom Sky, you can unlock the full potential of AI for your business, while ensuring compliance with data regulations and customer expectations.
Platform Integration as a Service is a proven technology in most industries:
Platform Integration as a Service is a proven technology in most industries:
- Personalization: With Blossom Sky, retailers create personalized models for each user using data from their device, such as sensor readings, usage patterns, and browsing history.
- Privacy-sensitive applications: Blossom Sky is used to train models on sensitive data, such as medical records, without requiring the data to be shared or stored in a centralized location.
- Mobile and IoT applications: Blossom Sky enables telco providers to train on device data, such as sensor readings, to perform tasks such as image recognition, natural language processing, and anomaly detection.
- Healthcare: Blossom Sky trains models using patient data to produce individualized treatment regimens or detect illnesses in their early stages.
- Autonomous vehicles: Federated Learning is used to train models using sensor data from several vehicles in order to enhance self-driving car performance.
- Industry 4.0: Blossom Sky is used to train models on sensor data from many machines to enhance the operation and maintenance of industrial systems. Models trained with Blossom Sky detect inconsistencies in rotation ar earth drilling projects, or ship engines.
- Edge computing: Models are trained on edge devices such as gateways and routers to accomplish tasks smart building operations, based on usage patterns and air quality readings.
