AtScale, the leading provider of semantic layer solutions for modern business intelligence and data science teams, today announced the availability of AtScale AI-Link. With a python interface to AtScale, AI-Link is rich with business context and metrics, to connect data science and augmented analytics programs with enterprise business intelligence (BI). The AtScale semantic layer delivers the governance, consistency, and compliance required to scale enterprise BI and artificial intelligence (AI) while accelerating live connections to public and private cloud data.
The semantic layer insulates data consumers from the complexity of raw data, with business-oriented data models connected to live cloud data platforms including Snowflake, AWS, Microsoft Azure, Google Cloud and Databricks. AtScale is being used by hundreds of forward-thinking data teams to let BI teams consume live cloud data with the tools of their choice that includes Tableau, Power BI and Excel. Data scientists can use python to access the same governed source of enterprise metrics with AI-Link.
Exposing the AtScale semantic layer to data scientists with AI-Link delivers mission critical benefits, including:
Decreasing the complexity, time, and expense associated with data wrangling and preparation for machine learning (ML) models.
Ensuring data science teams are tapping into qualitative and quantitative values defined and vetted by the business.
Simplifying the process of integrating new data sources, including those from 3rd party data providers such as Amazon’s Data Exchange or Snowflake’s Data Marketplace.
Accelerate feature engineering by giving data science teams’ access to governed business metrics and first class categorical and hierarchical constructs.
Promoting model reusability.
Enabling the automated writeback of data science model predictions and features to the semantic layer, for consumption by BI users and other data scientists.
AtScale enables smarter decision-making by fast-tracking the flow of data-driven insights. The company’s semantic layer platform simplifies, accelerates, and extends business intelligence and data science capabilities for enterprise customers across all industries. With AtScale, customers are empowered to democratize data, implement self-service BI and build a more agile analytics infrastructure for better, more impactful decision making.