How does DAMA define Data Governance?
DAMA defines data governance as “the exercise of authority and control (planning, monitoring, and enforcement) over the management of data assets.”
How does AICPA/CIMA define Data Analytics?
AICPA/CIMA Definition.
What is the definition of Data Science and Data Scientist?
Data science is the field of study that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from data. Data Scientists are experts trained to collect large amounts of data. They analyze and interpret their findings and then communicate the results to business or government leaders.
How powerful is Data Warehousing and Business Intelligence?
A data analytics warehouse stores historical and current data in a structured format optimized for complex querying. It is then connected to Business Intelligence tools to generate reports, including forecasts, trends and variances.
Data Governance, Audit Analytics and Election Data
Our Strengths
Assist in maturing your Data Governance for your election system
Our Capabilities
Delivering measurement and monitoring through Audit Data Analysis
Election Data Analytics in Arizona
TrueLove:316 Analytics, a team of business intelligence experts volunteering our time, created an Election Oversight Data Warehouse with Maricopa County data and over 3500 hours of data analysis. This is not a random drive by effort. We’ve looked at every election dataset across the election ecosystem, almost 100 million rows of Arizona election data since 2020. Using leading edge technology far beyond an Excel spreadsheet, we created a business intelligence data warehousing model that is structured, repeatable, and scalable – a template for future elections. Applying analytics and visualization the data was sliced and diced into a myriad of ways across multiple election cycles to come up with understanding and insights.
We believe the truth is in the data, and the truth will set you free. As President Ronald Reagan said about nuclear arms treaties, trust but verify.
Our business intelligence approach to the Election Oversight arena turns data into information and actionable insights. Our elections can be fortified when they are Auditable and Verifiable!

Data Analytics Studies Developed
- Early Mail-in Ballot Files Analysis
- Post-Election Results Reconciliation
- Tearsheet-Epollbook Voter Analysis
- Precinct Ballot Closing Reports Performance Review
- Reconciliation of Election Day Votes Cast
- Chain of Custody Review Audit-223 Voting Centers
- Provisional Ballot Processing Review
Expert data governance and audit analysis of election data, ensuring compliance through advanced data warehousing and science techniques.
