Natural Language Answers screenshot

What are Natural Language Answers?

Imagine the ability to get answers from the data in your organization by simply asking a question like “how many residential accounts opened last month,” “give me a list of all accounts 90-days overdue,” or “products with monthly sales volume over 1,000 units.” Over the past few decades, advances in machine learning have made it easy to get answers from search engines like Google using natural language questions. Consumers can easily search for products and services by entering phrases like “Find mortgage lenders near me” or “grocery stores within five miles.”

Natural Language Answers UI

At Aunalytics, we understand that the competitive edge in today’s business environment depends on data-driven decisions based on a dependable and accurate datamart. To that end, we have built the Daybreak™ analytical database to provide a relational data model of industry focused data points that deliver maximum value to businesses in a specific industry like financial services, healthcare billing, or retail.

Daybreak Natural Language Answers™ extends the power of this data to all members your business. Natural Language Answers is a machine learning solution that turns finding answers to industry specific business questions into a Google-like experience for your datamart. Finding answers is easy using natural language search phrases. Just ask a question and our machine learning models will translate your question into a structured query and return results that you can download as CSV files, or visualize as bar charts, line charts, or other graphs in the Insights dashboard within the Daybreak app.

Natural Language Answers brings the revolutionary power of search that consumers have had access to since the birth of the modern search engine to business users looking for answers within their proprietary data. Business leaders with an eye to the future will understand just how revolutionary a data search tool like Natural Language Answers can be to operations. Just as it is difficult to remember life before the advent of the search engine, the advent of data search tools like Natural Language Answers represents a similar transformation in decision making for business in the next ten years.

AC3 Achieves Significant Efficiency Gains Through Automation and Data Enrichment Using the Aunalytics Daybreak Solution

Case Study

AC3 Achieves Significant Efficiency Gains Through Automation and Data Enrichment Using the Aunalytics Daybreak Solution

With Aunalytics, AC3 automates billing processes and provides revenue cycle insights to oncology providers for greater visibility into missing revenue opportunities.

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Aunalytics is a data platform company. We deliver insights as a service to answer your most important IT and business questions.

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Aunalytics acquires NetGain

Aunalytics Accelerates Insights-as-a-Service Offering Through Ohio Expansion

South Bend, IN (July 15, 2021) - Aunalytics, a leading data platform company delivering Insights-as-a-Service to answer the most important business and IT questions, today reported expansion of operations into Ohio. Aunalytics acquired Ohio-based managed services provider NetGain in February 2021 and today announces integration and rebranding of the Ohio operations and data centers as Aunalytics. Leveraging NetGain’s footprint throughout Ohio, Aunalytics extends its solution portfolio, including AunsightTM Golden Record and the DaybreakTM Analytic Database, to new customers in the region.

With Aunalytics’ expansion, the company will continue providing IT and security expertise to government and mid-market businesses in the areas of financial services, healthcare, manufacturing and professional services. Aunalytics will continue to offer state-of-the-art cloud and managed services to companies in the region, adding data cleansing, data management and machine learning powered data analytics services that allow Ohio businesses to strengthen their competitive edge and achieve greater success.

The integration of NetGain allows for a greater footprint in Columbus and Dayton. Growing companies in the state will benefit from the additional technology efficiencies and features enabled, allowing for increased revenues and lower operational costs. Business leaders seeking sound IT foundations have relied on quality managed services for years with NetGain, and with digital transformation top-of-mind across industries, Aunalytics is poised to bring best-of-breed solutions to clients looking to advance their business objectives.

"Digital transformation remains a top priority for our organization and is absolutely critical to drive the business forward," said Tom Kiefer, CFO, Environmental Management Services, Inc. (EMSI). "We rely on the advanced insights available through our strategic IT partner, helping us to achieve a higher level of business intelligence from multiple data sources, across all operational areas."

“NetGain’s legacy as an ISP brings a strong network management/network engineering expertise and a technology suite for multi-site locations. Together, the integrated companies will offer ironclad redundancy, reliability, and IT solutions to meet any business challenge,” said Kelly Jones, vice president of Integration Services at Aunalytics. “This is complemented with the deep knowledge of our team, making Aunalytics well-positioned to deliver strategic computing services and build-out resilient IT stacks for all clients.”


Tweet this: .@Aunalytics Accelerates Position in Managed Services; Expands Ohio Operations Through NetGain Acquisition #Dataplatform #Dataanalytics #Dataintegration #Dataaccuracy #ArtificialIntelligence #AI #Masterdatamanagement #MDM #DataScientist #MachineLearning #ML #DigitalTransformation #FinancialServices


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 DaybreakTM 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  or on Twitter and LinkedIn.


PR Contact:
Denise Nelson
The Ventana Group for Aunalytics
(925) 858-5198

Inputs for data lake

Why the Data Lake – Benefits and Drawbacks

A data lake solves the problem of having disparate data sources living in different applications, databases and other data silos. While traditional data warehouses brought data together into one place, they typically took quite a bit of time to build due to the complex data management operations required to transform the data as it was transferred into the on-premise infrastructure of the warehouse. This led to the development of the data lake – a quick and easy cloud-based solution for bringing data together into one place. Data lake popularity has climbed significantly since launch, as APIs quickly connect data sources to the data lake to bring data together. Data lakes have redefined ETL (extract, transform and load) as ELT, as data is quickly loaded and transforming it is left for later.

However, data in data lakes is not organized, connected, and made usable as a single source of truth. The problem with disparate data sources has only been moved to a different portion of the process. Data lakes do not automatically combine data from the multiple relocated sources together for analytics, reporting, and other uses. Data lakes lack data management, such as master data management, data quality, governance, and data accuracy technologies that produce trusted data available for use across an organization.

Solutions, such as the cloud-native AunsightTM Golden Record, bring data accuracy, matching, and merging to the lake. In this manner, data lakes can have the data management of data warehouses yet remain nimble as cloud solutions. Ultimately, the goal is to bring the data from the multiple data silos together for better analytics, accurate executive reporting, and customer 360 and product 360 views for better decision-making. This requires a data management solution that normalizes data of different forms and formats, to bring it into a single data model ready for dashboards, analytics, and queries. Pairing a data lake with a cloud-native data management solution with built in governance provides faster data integration success and analytics-ready data than traditional data warehouse technologies.

Aunsight Golden Record takes data lakes a step further by not only aggregating disparate data, but also cleansing data to reduce errors and matching and merging it together into a single source of accurate business information – giving you access to consistent trusted data across your organization in real-time.