Next-Generation Data Fabric Architecture
With the ever increasing velocity and diversity of data, organizations need to catalog, manage and apply advanced analytics across diverse, distributed sources in order to gain critical insights and enable high-value business decisions.
Introducing Vyasa Layar, a next-generation data fabric architecture that can be deployed across cloud and on-prem environments to enable secure, highly-scalable data management, cataloging, metadata tagging, analytics and content indexing across the full landscape of an organization’s most critical asset, its data.
Seeing, managing and utilizing the full tapestry of data within an organization is challenging. Vyasa Layar brings together cutting edge A.I. analytics with powerful cloud-native data management and cataloging to give organizations a bird’s eye view of their critical data assets, where they reside, their metadata properties and their A.I. derived content patterns, thereby providing valuable insights for critical business use cases and management functions.
Deep Learning A.I. Powered Data Fabric
Layar utilizes a library of deep learning A.I. agents applied to the text, image, tabular, quantitative and other types of content that the data fabric connects to in order to derive insights and mine relationships directly from data where it resides.
Extensive REST-ful API
Layar’s extensive API set enables a wide range of programmatic use cases, integration with third-party analysis / visualization tools as well as development of custom applications for focused use cases in areas such as life science, healthcare, legal, competitive intelligence and pharmacovigilance. Vyasa has developed two applications that work against the Layar API, Synapse and Retina.
Flexible Deployment Options
Layar can be deployed as a fully containerized Helm/Kubernetes stack on cloud environments including Google Cloud, AWS and Azure or on-premise.
API / Microservices Architecture
Layar provides an extensive set of API calls and microservices to enable flexible deployment and custom or third-party application integration.
Dynamic Data Connector Framework
The flexible and extensible nature of Layar’s data fabric architecture allows for the creation of secure connections from Layar to a wide range of sources including Google BigQuery, FHIR healthcare data repositories, AWS S3 buckets, internal document repositories and data streams, thereby enabling dynamic continuous availability and visibility of the aggregated Layar data fabric.
Life Sciences Reference Data Fabric
Access to Pre-Built Sources
Connect to millions of life-science and legal texts for research and analytics, continuously analyzed by Layar using advanced deep learning text analytics algorithms. Retrieve answers from documents within PubMed, Clinical Trials, the US Patent and Trademark Office, and more.
Learn more about Layar’s Life Sciences Reference Data Fabric
Dynamic Compute Technology
Deep learning models typically require substantial computing power for pre-training and ingestion of novel texts, which can be expensive if a company attempts to build and train algorithms from scratch. Layar avoids this with its hybrid GPU/CPU architecture and GPU Smart Switching capabilities, which allow deep learning training and model utilization to run seamlessly and efficiently.
Use Cases
Breast Cancer Detection
Detection of breast cancer on screening mammography is challenging as an image classification task because cancerous tissue only represents a small portion of the tissue in the image. Retina rises to the challenge with localized tiling to deliver state of the art results.
Crystal Morphology Classification
Microscopic images of drug crystals are generally evaluated and classified by subject matter experts, a bottleneck in the process that Retina can help solve.
Identifying Emergent Companies and Patents
Automated identification of emergent technologies, patents, and companies from unstructured text can be challenging. Synapse can uncover even the most obscured similarities between technologies hidden deep in documents, making discovery efficient and effective.
Support
Deep Learning A.I. Data Fabric
A next-generation deep learning A.I. data fabric that connects diverse data stores and third-party applications via a range of built-in connectors to perform sophisticated text and image analytics.
Find more support in our help center about:
- The Basics of Layar
- System Admin Panel Support
- Setting Up Connectors in Layar