Insights that Empower

Transparent solutions that drive optimal enrollment outcomes

HAI Analytics provides predictive modeling solutions to colleges and businesses looking to make strategic, data-informed decisions.

Predictive modeling uses past behavior (historical data) to create algorithms that will forecast future outcomes. With a deep understanding of statistics and machine learning algorithms, and many years’ experience applying these models to address real-world problems, HAI Analytics is the ideal partner for organizations looking to leverage the power of data. What sets HAI apart is our commitment to the responsible and human-centered use of business intelligence.

We deliver results that can improve enrollment outcomes

Understand the factors that drive the behavior of your prospective and current students and alumni
Improve efficiency in order to reduce recruitment and retention costs
Increase predictability of net tuition revenue and fundraising outcomes
Maximize conversion
Harness the power of data to improve outcomes and reach your goals

"HAI Analytics worked closely with us at Franklin & Marshall College to improve our predictive modeling. We needed to have a more sophisticated yield model. Had we received only that, it would have been great; but they provided much more. Their understanding of higher education and the data that affects us, took us much further. We now have better standards and tools for reporting, a model that predicts first to second year retention, and a greater awareness of the factors that are influencing enrollment. HAI is now part of a strong Enrollment Management team at F&M."

Don Saleh, Former Interim Vice President of Enrollment, Franklin & Marshall College

"I have known the team at HAI for many years and value their hard work and insight. Their detailed analysis helped us develop a scholarship program for the launch of our new Doctoral programs. They also helped us understand how to apply predictive modeling to optimize our lead pool to prioritize our best opportunities. Their work is outstanding and they work very hard for their clients."

Bob Gay, Senior Vice President and Chief Operations Officer, American Public University System

“We have a very small development staff and there is no way we can reach out on an individual basis to every potential donor. The predictive model and lead-scoring provided by HAI allows us to maximize the efficiency and effectiveness of our outreach.”

Ashley Alvarez Walsh, VP of Development, Colorado I Have a Dream Foundation

“Emily Coleman and Jen Cox are sophisticated professionals who can make a difference for your institution or business. They will bring a wealth of knowledge and on-ground experience to their effort on your behalf. Able to bring advanced analytics to the fore in almost any setting, they also bring the remarkable ability to make analysis work for you in the real world. If you need sophistication and an appreciation for nuance, Emily, Jen, and HAI analytics have just what you need to improve your results and meet your goals.”

Jim Murtha, Senior Vice President for Academic Alliances, New England College

“The work that Emily did for us enabled the law school to adopt standards that dramatically improved our bar pass rate. Now, 90+% or more of our graduates are successfully admitted to the bar within two years of graduation. We have one of the highest pass rates in NYS. We are thankful for the work Emily did, which gave us insights through analytics that the faculty and administration then acted on to improve our outcomes. We owe Emily a great deal.”

Christian Day, Professor of Law, Syracuse University College of Law

Engagement Journey

We collaborate with you every step of the way

1. Identify Goals

Your needs and expertise will guide the development of a completely customized model.

2. Data Evaluation

We will work with you to compile your historical data and then further enrich it with third-party data sources.

3. Predictive Modeling

We will build dozens of different types of sophisticated predictive models to ensure that we arrive at the best possible solution to address your specific challenges.

4. Implementation

We will present the findings to you in a way that will be meaningful, and we will work with you to turn the findings into actionable strategies.

5. Ongoing Partnership

We will design a customized process to derive model intelligence on an ongoing basis, enriching your existing data with the model’s predictions in real time.

Ready to begin the journey?

Let us answer your questions and help you think through next steps.

Featured Partner

We are pleased to partner with Alteryx. Alteryx delivers an end-to-end platform that unifies the analytic experience. When used in conjunction with our analytic solutions, you’ll have access to data-driven insights in real time.