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

📋 Description

• • Are you a seasoned private credit professional looking to pioneer the future of finance? Mentis AI, a leader at the intersection of institutional finance and cutting-edge AI, is seeking experienced individuals for a unique part-time AI Residency program. This is an unparalleled opportunity to gain early, practical exposure to how advanced artificial intelligence systems are being developed, rigorously evaluated, and continuously improved within the demanding landscape of middle-market lending and credit fund operations.
• • At Mentis AI, we bridge the gap between deep financial services expertise, honed at prestigious firms like Lazard and Partners Group, and the forefront of machine learning and applied AI research. With operations spanning London and San Francisco, we actively collaborate with leading AI research labs. Our mission is to enhance the capabilities of AI models, enabling them to reason, generalize, and make critical decisions with precision and confidence in high-stakes financial environments. As AI becomes increasingly integral to core private credit workflows – encompassing everything from initial underwriting and credit approval to facility structuring, documentation, and ongoing portfolio monitoring – this residency places you at the vanguard of this transformation.
• • As an AI Resident, your role will be pivotal in shaping the development and validation of AI for private credit. You will be instrumental in constructing expert benchmarks, meticulously building and validating real-world credit analyses, underwriting cases, and comprehensive portfolio monitoring frameworks. These benchmarks will serve as the gold standard against which frontier AI systems are rigorously evaluated, ensuring their practical applicability and accuracy in complex financial scenarios.
• • A key responsibility will be to stress-test the reasoning capabilities of these AI models. This involves a deep dive into AI-generated credit analyses, where you will meticulously diagnose weaknesses, identify flaws in logic, challenge underlying assumptions, and pinpoint instances where the AI's underwriting intuition falls short of professional standards. Your insights will be crucial in guiding the iterative improvement of these sophisticated systems.
• • Furthermore, you will leverage your extensive credit expertise to design innovative frameworks. This entails translating the nuanced methodologies that credit professionals employ – from evaluating borrowers and structuring intricate facilities to diligently monitoring middle-market companies throughout their entire deal lifecycle – into well-defined problems. These problems will be specifically engineered to push the boundaries of AI reasoning, testing its ability to handle the complexities and subtleties inherent in credit analysis.
• • A significant aspect of your contribution will involve systematically comparing human versus machine judgment. You will conduct systematic evaluations to understand and quantify the divergence between experienced professional credit judgment and AI-generated outputs. This comparative analysis will cover various credit contexts, including direct lending, unitranche, and structured credit, providing invaluable data on AI's performance and areas for enhancement.
• • This experience offers a distinctive profile for ambitious professionals aiming to operate at the nexus of private credit and artificial intelligence. Whether your aspirations lie within a traditional credit fund, a forward-thinking AI company, or the entrepreneurial path of building your own venture, this residency provides the foundational knowledge and practical skills to excel. You will gain hands-on exposure to the transformative impact AI is having across the entire credit lifecycle, from the initial stages of underwriting and covenant analysis through the critical processes of loan documentation, ongoing portfolio monitoring, and managing amendments and waivers.
• • This is more than just an observational role; it's an active participation in defining how AI will augment and enhance the practice of private credit. You will be among the very first private credit professionals globally to work directly on the intricate challenges of how frontier AI models reason about credit underwriting, sophisticated deal structuring, and proactive portfolio management. This residency is designed for individuals who possess a genuine intellectual curiosity about the application of AI in private credit and the broader financial services industry, and who are eager to contribute to shaping its future.