Aretec for Public Sector
We are data imagineers®, working tirelessly to transform complex data into
actionable insights that can propel every mission forward.
The Challenge
Data standardization
Public sector clients deal with large volumes of data that come from a variety of sources and may be inconsistent or conflicting. This can pose significant challenges to effective data management and analysis. The nature of the data makes it crucial to prune and delete outdated or superseded data items. There are perceived challenges in terms of data quality, fidelity, completeness, and accuracy, which can impact the quality of models developed using the data.
Performing analytics
Another challenge is the ability to perform analytics on the data in a timely manner. Public sector clients may struggle with the compute power needed to process and analyze large datasets. One of the perceived challenges in performing analytics on this kind of data is the quality and fidelity of the data. Incomplete or inaccurate test data can have a significant impact on the quality of the models developed. However, obtaining data from production to development environments can be a lengthy process due to security approval requirements.
Deriving actionable information
Public sector clients often struggle with deriving actionable information from the data analytics process. This could be due to incomplete or inaccurate data, irrelevant data, or complex data structures. This challenge arises due to various reasons, including the complexity and volume of data, data quality issues, and the need for standardization and normalization of data.
The Solution
Solution
Aretec developed a data transformation process that breaks down steps involved in cleaning and standardizing the data. Then we validate, aggregate, and organize into logical groupings, setting the stage for advanced analytics. We tackle common data problems, such as transferring/importing large data sets, dealing with unstructured and inconsistent data, and handling duplicate or irrelevant data. Aretec’s solutions aim to streamline big data analytics and make big data small for government agencies.
Solution
Aretec’s solutions, such as the high frequency analytics application Aretec built for one client, address this challenge by enhancing compute power and providing efficient storage and processing strategies. These solutions enable faster data analysis and reporting, giving public sector clients more time for in-depth analysis and insights. To address the challenge of data fidelity, Aretec explores the option of generating synthetic data for different use cases, although this process can be time-consuming and delay model development and quality.
Solution
Aretec can provide solutions by offering features such as data validation, data reconciliation, and intuitive user interfaces in their applications. These features ensure data integrity, provide critical context to the data, and present organized and logical reports with millions of data points. We also allow users to easily export data for further analysis or distribution.
Strategic Partnerships
See how our Public Sector Partners utilize the Aretec Platform to activate the full potential of Federal and Government solutions
Related Resources
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