Two externship programs created by Outamation, an AI-native mortgage operations technology company, and Extern, a platform connecting students with real-world work experience, have provided 4,046 students with hands-on experience building artificial intelligence tools. The programs, announced on October 13, 2026, were designed to close the gap between learning about AI and actually applying it in a professional setting. Instead of studying AI in theory, students worked with sample mortgage documents to build working tools and delivered their findings directly to Outamation, mirroring how a professional technology team operates.
The collaboration matters because employers increasingly seek AI-ready talent, and traditional education often lags behind industry needs. By designing the curriculum together, Outamation’s mortgage domain experts and AI engineers ensured students tackled real business problems. Two levels of learning were offered: a seven-week Foundational externship introducing AI, natural language processing, and computer vision, and a five-week Advanced program where students fine-tuned their own AI models and built multi-step AI agents to automate document workflows. Students trained AI to recognize common mortgage document types, wrote Python code to extract key information automatically, and compared AI models on accuracy, cost, and ease of use. Advanced participants presented their recommendations to Outamation stakeholders.
The scale of participation—students from 934 schools and 59 countries—demonstrates that open-access, remote externships can democratize AI education regardless of location or background. This approach not only benefits students but also gives employers independent evaluations of AI tools their own teams are considering. As Lisa Guadagno, Chief People Officer of Outamation, noted, “Every student today will build a career alongside AI. The question is whether they learn it by doing real work or by watching from the sidelines. 4,046 students chose to do the work.”
Sapan Bafna, Founder & CEO of Outamation, emphasized that AI skills alone are insufficient: “Students learn the most when they solve real business problems with people who know the industry and people who know the technology.” The program’s success highlights a potential model for workforce development, where companies and educational platforms share the burden of training. Matt Wilkerson, CEO at Extern, explained that most companies avoid such initiatives because they envision building and staffing a program themselves. “Taking that burden on is what Extern is for. Outamation handed students a real problem and got independent evaluations of the AI tools their own team is weighing in return.”
Building on these results, Outamation and Extern will work together on a new program designed to evolve alongside advances in AI, ensuring students continue learning the skills employers will need next. Students interested in future programs can learn more at www.extern.com. Outamation, which debuted on the Inc. 5000 at No. 133 and holds ISO/IEC 42001 certification, continues to innovate in mortgage operations technology, with more information available at outamation.com. This initiative not only addresses the immediate AI talent shortage but also sets a precedent for how industries can collaborate to prepare the next generation for an AI-driven economy.
