250+ Applicants, One Big Vision: Inside Westcliff University’s AIPreneurship Competition Finals
Where Entrepreneurship and AI Collide
The energy inside the room was undeniable as finalists took the stage at Westcliff University’s AIPreneurship Competition Finals, presenting AI-powered business concepts aimed at solving real-world problems across industries ranging from education and agriculture to real estate, hospitality and enterprise operations.
What started with more than 250 applicants from around the world was ultimately narrowed down to just 14 finalists, each bringing not only technical innovation, but practical business strategy and entrepreneurial ambition.
“We had over 250 different applicants. It amazes me the talent and the experience that we have in our students from all over the world,” shared Dean of Academic Innovation, Dr. Bill Lightfoot. “Many of them are entrepreneurs. Westcliff’s an entrepreneurial institution, and it attracts people that either are active entrepreneurs or just love being in the kind of environment where, quite frankly, anything is possible.”
That entrepreneurial mindset was evident throughout the competition. Rather than focusing on hypothetical concepts, many students presented ventures already designed for implementation in active industries and business environments.
From Real Estate to Agriculture, Students Tackled Real-World Problems
Several finalists focused on streamlining operational inefficiencies through AI automation.
TenantSider, which earned second place in the competition, introduced an AI-powered real estate assistant that helps renters find properties by conversationally describing their ideal home. The platform automates parts of the leasing process while improving workflow for both customers and property management teams.
Created by MBA student Mustafa Botanci, the platform is already working alongside one of the largest property management companies in California, a reflection of the competition’s strong emphasis on practical application and market readiness.
Other students tackled equally ambitious challenges.
RedTape introduced permit-review software designed to reduce costly permit rejections by running applications through AI systems capable of identifying missing information, errors and inconsistencies before submission. Agrum AI focused on helping farmers make smarter day-to-day operational decisions by analyzing weather conditions, crop needs and environmental data under the motto “Less guessing, more growing.”
Additional finalists explored enterprise budgeting tools, AI-powered restaurant menu optimization, career strategy platforms for students and universities, user experience testing software and personalized recommendation systems designed to help users better manage their time and lifestyle decisions.
Digital Sentinel AI approached AI from a public health perspective, developing technology aimed at identifying and preventing unhealthy food marketing targeted toward children.
Together, the projects reflected the growing breadth of industries being transformed by artificial intelligence, and the creativity students are bringing into those spaces.
Industry Leaders Offer Real Startup Feedback
The competition was judged by professionals from Tech Coast Angels Venture Group, one of the largest investing groups in the country with close ties to Westcliff, giving students direct exposure to industry-level feedback and evaluation.
“You can tell the teams worked really hard and the presentation skills are great,” said Pat Hwang, TCA Venture Group President. during the finals. “Everyone did really good. I can tell that they were all well prepared and they are actually really good, genuine ideas.
TCA member and Westcliff’s Director of Entrepreneurship, Dr. Barry Sandrew shared a similar sentiment, “The pitches were really excellent. They were brief and very well done. They’ve obviously been coached very, very well.”
For organizers, the event represented more than a competition. It served as a direct extension of Westcliff’s emphasis on experiential learning and entrepreneurship-driven education. This was reinforced by Westcliff University President and CEO, Dr. Anthony Lee who shared, “Whatever we can do to provide practical, relevant education for our students, that’s the experience they’re looking for,” “To be able to have industry members here who have a lot of startup experience and business experience being the judges and providing meaningful feedback, I think that’s invaluable.”
That philosophy is also deeply connected to Westcliff’s SMART™ program, which gives students opportunities to work directly with businesses facing active operational challenges.
“The SMART program allows students o interact with existing businesses that have problems that need to be solved,” Westcliff College of Business Dean Dr. Jorge Cardenas shared. “Students are able to engage with those companies and implement their knowledge into entrepreneurial ventures.”
OpsMind AI Earns First Place
While the competition featured a wide range of innovative ideas, OpsMind AI ultimately stood out to judges and earned first place.
Created by Sarab S., a Master of Science in computer science student specializing in machine learning and AI, OpsMind AI is an integrated dashboard platform designed specifically for educational institutions. The platform consolidates disconnected data systems into a unified operational hub capable of generating real-time insights across departments and institutional processes.
“I created an integrated dashboard for educational institutions where we have a funneling system of data that takes all of the data, recognizes patterns and gives active insights,” Sarab explained during the presentation.
By connecting spreadsheets, APIs, SQL databases and other siloed software systems into one centralized platform, OpsMind AI allows institutions to make faster, more informed decisions through AI-powered analytics and customizable dashboards.
“We built that process engine to give you active insights in real time so you can make actual decisions with data,” Sarab said.
In addition to pursuing graduate studies at Westcliff, Sarab also earned an undergraduate degree from the university and brought more than two decades of experience as a professor, dean and software developer into the project’s development.
Building the Next Generation of Entrepreneurs
For many students, the competition represented more than a chance to pitch an idea, it reflected the collaborative and mentorship-driven environment that helped shape those ideas in the first place.
“Westcliff is a great school for so many reasons,” Sarab shared after the event. “The biggest reason to me is you get actual coaching from your professors. As an entrepreneur, you can iterate your idea while having a coach with you.”
From AI-powered agriculture and education analytics to enterprise software and consumer technology, this year’s AIPreneurship Competition showcased how students are already developing solutions for the future while gaining the entrepreneurial experience needed to bring those ideas to life.





