Our Commitment to “Responsible AI”
At Datarules.ai, we believe AI in higher education should always put people first. That’s why every change and publication includes a human in the loop, and why we never train models on student data. Your institution’s AI is private and used only for your college. We keep data movement to a minimum, working within Workday whenever possible, so information stays secure and accessible. All AI outputs are linked to their sources, versioned, and go through approvals to ensure accuracy and accountability. And because choice matters, we provide clear opt-out controls for any AI features, so you’re always in control of how AI supports your work.
Jennifer Gibbs, Director of Institutional Effectiveness and Accreditation, Hinds Community College
"Like many colleges, we tried every workaround for point-in-time reporting in Workday such as scheduled census-day extracts, and running daily enrollment reports. When everyone told us point-in-time enrollment reporting in Workday couldn’t be done, I refused to give up. I knew exactly what we needed, and I spent the time validating every detail to ensure accuracy in enrollment reporting.That vision came to life when I partnered with Jeniffer Champaneri, a consultant willing to do the impossible. Together, we built a native-Workday point-in-time enrollment solution that delivers daily same-day prior-year comparisons, de-duplicated campus counts, and true program-of-study “as of enrollment date that our leaders depend on.This is more than just a report. It’s a source, a foundation of trust and confidence for our leadership. It has delivered real value for my team by cutting down manual reconciliation, freeing time for analysis, and giving us a repeatable framework to guide decisions. We no longer have to worry about running reports and storing them just in case, we are able to run the data for the day we need, no matter how long ago it was. I highly recommend Jeniffer Champaneri as a strategic partner. She executes at a top-tier level, delivers on what others said was impossible, and has given us both clarity and hope for what’s possible in Workday. Jeniffer was an absolute pleasure to work with, and we hope to partner with her again in the near future. I now know not to let anyone tell me something is impossible in Workday. You just have to find the right person, and for us, that was Jeniffer Champaneri!"
Timothy S. Huebner, Provost and Vice President of Academic Affairs, Rhodes College
"Jen Champaneri has been nothing short of a lifesaver for our institution. When we were confronted with leadership changes and staffing challenges, Jen stepped up to help meet our immediate data needs, enabled us to figure out next steps in developing a data and reporting strategy, and provided critical advice to senior leaders about how we might take a holistic and proactive approach to our institutional data challenges. Experienced and reliable, Jen has assisted us in a variety of ways--including shoring up our Registrar's office, collaborating with our Information Services staff in validating data, and meeting critical external reporting needs. Her careful attention to detail, her commitment to excellence and accuracy, and her willingness to go the extra mile to get the job done have made her a key player in the success of our college. I highly recommend her."
Dr. Fitzpatrick U. Anyanwu, Chief IE, Research, and Data Strategist, Rhodes College
"I wholeheartedly recommend Datarules and Jeniffer Champaneri to any institution seeking top-tier consulting services in institutional effectiveness, research and data collection, cleansing, wrangling, analysis, and management. " Reference Testimonial As the Chief Institutional Effectiveness, Research, and Data Strategist in the Office of Institutional Effectiveness, Research, and Analytics (OIERA) at Rhodes College, I have had the distinct pleasure of working with and collaborating with the company, Datarules, and their Principal Consultant, Ms. Jeniffer Champaneri, heretofore referred as Jeniffer. Their support has been nothing short of exceptional and has significantly enhanced our institutional effectiveness, data analysis, reporting, and accreditation compliance efforts. Jeniffer demonstrated an unparalleled level of professionalism and due diligence throughout our engagement. Her expertise was instrumental in the preparation and submission of a wide array of high-visibility, executive, and compliance-related reports. This included our Integrated Postsecondary Education Data System (IPEDS) submissions, among others, which are critical for federal compliance and Title-IV funding. Additionally, Jeniffer worked with my department to expertly manage our Common Data Set (CDS) submissions, providing comprehensive and accurate data that supports our transparency and comparability with peer institutions. A particularly noteworthy example of Jeniffer's dedication was her cooperation, collaboration, and the management of our submissions for Financial Value Transparency/Gainful Employment (FVT/GE) requirements through the National Student Clearinghouse (NSC). More importantly, collaborating with us and delivering these critical reports during the holiday season underscored her commitment and reliability. Despite the challenges posed by the timing, Jeniffer ensured that our submissions were completed accurately and on schedule, demonstrating her ability to manage high-pressure situations with grace and efficiency – Kudos Jeniffer! Reports compliance, Jeniffer diligently worked with us and played a vital role in developing our Institutional Effectiveness, Research, and Planning Reports, as well as in the data analysis used in producing and delivering our Enrollment Management Reports, offering strategic insights that have informed our long-term academic planning and student recruitment, persistence, retention, and completion strategies. Her meticulous diligence ensured the accuracy and reliability of our Graduation and Retention Rate Reports, which are key indicators of our institution's academic success and reputation. The impactful solutions and strategic guidance provided by her company, Datarules, significantly enhanced our data management processes, instilling an elevated level of confidence in our reporting capacity and capabilities. Jeniffer's ability to understand our unique institutional needs and deliver tailored services was invaluable to our success. I wholeheartedly recommend Datarules and Jeniffer Champaneri to any institution seeking top-tier consulting services in institutional effectiveness, research and data collection, cleansing, wrangling, analysis, and management. With Ms. Champaneri, their commitment to excellence, comprehensive expertise, and unwavering support makes them an outstanding partner in achieving compliance, enhancing reputation, and driving strategic success. If I may be of further assistance to you in any of these services delivered by Ms. Jeniffer Champaneri of Datarules, please contact me.
William McLain, Reporting Analyst, Rhodes College
"Jen Champaneri has been a huge support for our Registrar’s Office National Student Clearinghouse (NSC) Enrollment Reporting process. We began using Workday as our Student Information System (SIS) in Fall 2023. Due to data discrepancies between Workday and our previous SIS, the first few NSC Enrollment Reports took 100 hours of work each to prepare the documents for submission and resolve the 1,500 errors. With Jen’s help, our NSC Enrollment Reports have been accepted with 0 errors and only require 15 hours of work. For example, she created a guide that allowed us to easily compare our NSC submissions from our previous SIS to our new Workday submissions. She also created formulas that allowed us to quickly alter student data based on whether they were reported using our previous SIS."