Case Study: Endeavor improves startup mentor matching and onboarding with Aerolab's AI-powered platform

Endeavor speeds startup matching in seconds with Aerolab

Endeavor, a leading global community for high-impact entrepreneurs, faced significant challenges with its heavily customized Salesforce CRM. The system could not keep up with the volume of startup applications, leading to missing files, outdated information, and data sprawl across disparate documents. This made the process of mentoring and analyzing startups increasingly time-consuming for their team. Aerolab was engaged to address these issues.

Aerolab designed and developed a new platform that streamlined the onboarding process and integrated a powerful AI-driven search engine using OpenAI's Embeddings API. This solution allowed mentors to quickly find ideal startup matches using natural language queries. The redesigned feedback system also increased response rates. As a result, Endeavor achieved a faster, more reliable application process with all information centralized, enabling mentors to spend more time on high-value mentoring instead of administrative tasks.

Endeavor