Construct expert benchmarks: Build and validate real-world investment cases and portfolio management frameworks to evaluate AI systems.
Stress-test model reasoning: Diagnose weaknesses in AI-generated investment analyses, identifying where logic or market intuition fails.
Design frameworks: Translate how institutional investors evaluate securities and manage risk into problems that push the limits of AI reasoning.
Mentis AI operates where institutional investment expertise meets frontier AI systems. They combine asset management experience with machine learning and applied AI research, collaborating with leading AI labs to improve how models reason and make decisions in financial contexts.
Data will capture how private equity and growth equity professionals evaluate investments.
Data will span the full investment lifecycle from sourcing to exit.
Mentis AI, founded by ex-Lazard and Partners Group professionals, brings real-world expertise from finance into AI model training. They are headquartered in London and San Francisco and aim to bridge the gap between human and artificial intelligence.
Construct expert benchmarks: Build and validate real-world underwriting models and investment cases used to evaluate frontier AI systems.
Stress-test model reasoning: Diagnose weaknesses in AI-generated real estate analyses and identify where logic or market intuition fail.
Design frameworks: Translate how REPE professionals evaluate acquisitions and structure transactions into problems that push the limits of AI reasoning.
Mentis AI operates at the intersection of institutional finance expertise and frontier AI systems. Our team combines financial services experience with machine learning and applied AI research, collaborating with leading AI labs to improve how models reason and make decisions.
Utilize proprietary software to provide accurate input and labels for private credit projects.
Deliver curated, high-quality data for scenarios involving direct lending transactions, credit underwriting and analysis, loan structuring, covenant negotiation, sponsor due diligence, portfolio company monitoring, collateral valuation, distressed debt investing, and special situations analysis.
Collaborate with technical staff to support the training of new AI tasks and contribute to the development of innovative technologies.
XAI's mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge. The team is small, highly motivated, and focused on engineering excellence with a flat organizational structure.
Identify high-impact AI use cases tied to revenue growth, margin expansion, and efficiency.
Build practical AI roadmaps tailored to each company’s data and capabilities.
Design and implement AI solutions, including automation, analytics, and LLM applications.
LLR Partners is a lower middle market private equity firm focused on investing in software and tech-enabled companies within the knowledge economy. Founded in 1999 and headquartered in Philadelphia, LLR has raised over $7.5 billion across seven funds and has partnered with over 130 companies.
Partner with technical staff to support the development of new AI tasks and contribute to innovative tooling.
xAI's mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge. Their team is small, highly motivated, and focused on engineering excellence, and they operate with a flat organizational structure.