Private Credit Professionals - AI Residency (Part-time) | Frontier AI Research

📋 Description

• • Are you a seasoned private credit or direct lending professional with a passion for innovation and a keen eye for the future of finance? Mentis AI, a pioneering firm operating at the nexus of institutional finance expertise and cutting-edge AI research, is seeking talented individuals to join us as Private Credit Professionals for an AI Residency program. This unique, part-time opportunity is designed for experienced professionals who are eager to gain hands-on, practical exposure to how advanced Artificial Intelligence systems are being developed, evaluated, and refined within the complex domain of middle-market lending and credit fund operations.
• • At Mentis AI, we are at the forefront of integrating deep financial services experience, honed at institutions like Lazard and Partners Group, with sophisticated machine learning and applied AI research. Our collaborative environment, spanning London and San Francisco, fosters partnerships with leading AI laboratories to fundamentally improve how AI models reason, generalize, and make critical decisions in high-stakes financial contexts. We believe that AI is not just a tool but a transformative force poised to revolutionize core private credit workflows, from the initial stages of underwriting and credit approval to the intricacies of facility structuring, documentation, and the continuous oversight of portfolio performance.
• • As an AI Resident, you will play a pivotal role in shaping the future of AI in private credit. Your responsibilities will be multifaceted and deeply engaging, focusing on bridging the gap between established credit expertise and emerging AI capabilities. You will be instrumental in constructing expert benchmarks, meticulously building and validating real-world credit analyses, underwriting case studies, and comprehensive portfolio monitoring frameworks. These benchmarks will serve as the critical yardstick against which we evaluate the performance and reliability of frontier AI systems, ensuring they meet the rigorous standards of the private credit industry.
• • A key aspect of your role will involve stress-testing the reasoning capabilities of these AI models. You will meticulously diagnose weaknesses in AI-generated credit analyses, pinpointing areas where the logic falters, assumptions are flawed, or the nuanced intuition of an experienced credit professional is absent. This deep dive into model limitations will provide invaluable insights for iterative improvement and development.
• • Furthermore, you will be tasked with designing sophisticated frameworks that translate the complex decision-making processes of credit professionals into structured problems for AI. This involves articulating how credit professionals evaluate borrowers, structure intricate financial facilities, and manage middle-market companies throughout their entire deal lifecycle. Your expertise will be crucial in pushing the boundaries of AI's reasoning and problem-solving abilities in these critical areas.
• • A significant part of the residency will involve a systematic comparison between human judgment and machine output. You will meticulously evaluate the divergences between the seasoned judgment of professional credit analysts and the outputs generated by AI systems. This comparative analysis will cover various credit contexts, including direct lending, unitranche facilities, and structured credit arrangements, providing a clear understanding of AI's current capabilities and areas for growth.
• • This residency offers an unparalleled opportunity to gain a distinctive profile at the intersection of private credit and artificial intelligence. Whether your long-term aspirations lie within a credit fund, a forward-thinking AI company, or the entrepreneurial pursuit of building your own venture, this experience will equip you with invaluable knowledge and a unique perspective. You will gain hands-on exposure to the practical application of AI in reshaping credit workflows, encompassing everything from initial underwriting and covenant analysis to the complexities of loan documentation, ongoing portfolio monitoring, and the critical processes involved in amendments and waivers.
• • You will be among the very first private credit professionals to work directly on how frontier AI models grapple with the nuances of credit underwriting, sophisticated deal structuring, and proactive portfolio management. This is a chance to be at the vanguard of a financial revolution, contributing to the development of tools that will define the next era of lending. Your insights will directly influence the trajectory of AI development in one of finance's most critical sectors.