Visualize Data-Driven Answers with Daybreak Insights
Daybreak™ Insights provide best-in-industry value for analytics platforms by integrating data visualization to display results of AI and Machine Learning powered analytics assessment of your data. Daybreak exists to enable anyone to get data-driven answers to their questions. With easy-to-use tools like Daybreak Natural Language Answers, users without a background in database technology can generate result sets from their data by simply asking questions about the data. No coding, or technical knowledge of databases, datamarts, SQL queries or how to get your data prepped and ready for analysis is needed. Insights are revealed based upon your data in the form of lists of customer records that match your query and also by visualizations to display those results in various graphical forms like line, donut, or bar charts. This tool provides similar capabilities to dedicated BI tools like Tableau or PowerBI, and is available as part of Daybreak. Daybreak also allows you to export analytic results to your favorite BI visualization tool, where your team may have already built custom views and dashboards.
Insights are a valuable way to share stories about data with other members of your organization. The Daybreak Insights dashboard enables you to build a custom dashboard for saved queries, and then share that dashboard with other Daybreak users on your team. Insights can also be saved as downloadable graphics for inclusion in other documents or slideshows to accelerate and automate data-driven presentations.
Figure 1: Daybreak Insight showing the proportion of business vs. consumer customers
Figure 2: Daybreak Insight showing the number of customers joining over time
Daybreak Insights are easy to create. Simply click the “Insights” tab to add an Insight. Daybreak supports different kinds of charts to display different kinds of data, like timeseries line charts, column or donut charts, or summary metrics to display simple calculations based on fields. Each type of Insight has its own settings that can be configured to control how the charts are drawn. The value of each axis or segment can be simple counts of records, or aggregations based on arithmetical or statistical operations like sums, minimums, maximums, or averages.
Insights are one of the many ways Aunalytics provides data-driven answers to your most important business and IT questions.
Aunalytics to Present on Natural Language Interface Synthesis of SQL Database Queries at The 2021 European Conference on Machine Learning and Practice of Knowledge Discovery
Leading Data Platform Provider to Showcase New NL2SQL System with Natural Language Interface for Deployment on Enterprise Data Marts in the Banking Sector
SOUTH BEND, Ind., Sept. 13, 2021 – Aunalytics, a leading data platform company delivering Insights-as-a-Service for enterprise businesses, will present a new paper to be showcased at the ECML-PKDD 2021 Virtual Event, taking place online, September 13-17. During the event, David Cieslak, Chief Data Scientist for Aunalytics, will discuss the use of natural language interface synthesis of SQL database queries leveraging the company’s new NL2SQL System.
Natural language interface integration with database environments is a growing field that enables end users to interact with relational databases without technical database skills. These interfaces solve the problem of synthesizing SQL queries based on natural language input from the user. There are considerable research interests around the topic but there are few systems to date that are deployed on top of active enterprise data marts.
At ECML-PKDD 2021, Aunalytics will introduce the NL2SQL system and present on data simulations that provide adaptive feedback for continuous model advancement. The architecture of the NL2SQL is built on WikiSQL data and research conducted by the data science team at Aunalytics. The company supports multiple scenarios using a unique table expansion process. The data simulation and the feedback loop help the model continuously adjust to linguistic variation introduced by the domain specific knowledge.
“We are excited to explore this emerging area with the professionals attending ECML-PKDD 2021,” said David Cieslak, Chief Data Scientist, Aunalytics. “Advancements in natural language integration with today’s most widely deployed data marts is expected to improve business outcomes for financial institutions seeking next-level business intelligence.”
The ECML-PKDD 2021 event is the premier European machine learning and data mining conference, building upon more than 19 years of successful events and conferences held across Europe.
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About Aunalytics
Aunalytics is a data platform company delivering answers for your business. Aunalytics provides Insights-as-a-Service to answer enterprise and mid-sized companies’ most important IT and business questions. The Aunalytics® cloud-native data platform is built for universal data access, advanced analytics and AI while unifying disparate data silos into a single golden record of accurate, actionable business information. Its Daybreak™ industry intelligent data mart combined with the power of the Aunalytics data platform provides industry-specific data models with built-in queries and AI to ensure access to timely, accurate data and answers to critical business and IT questions. Through its side-by-side digital transformation model, Aunalytics provides on-demand scalable access to technology, data science, and AI experts to seamlessly transform customers’ businesses. To learn more contact us at +1 855-799-DATA or visit Aunalytics at https://www.aunalytics.com or on Twitter and LinkedIn.
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(925) 858-5198
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