Client-quality deliverables across IB workflows: valuation and operating models, pitch and teaser materials, comps and precedent analyses, and decks, built so a model can learn from them.
End-to-end deal tasks rather than one-off questions, built out in full (a full M&A or financing process is one example among many).
The same standards you'd apply to real deal work, including regulated-industry expectations.
Aptura is a team from Lazard, Partners Group and McKinsey. We work with frontier AI labs to bring real investment banking and private equity expertise into how their models reason.
Design and apply evaluation criteria for consulting deliverables such as market analyses and financial models.
Assess AI-generated and human work, providing evidence-based scores and justifications.
Work independently in a remote, asynchronous environment to improve AI model reasoning.
They are an AI-focused organization improving the quality of AI outputs through expert evaluation. The work is fully remote and asynchronous, with an emphasis on independent problem-solving and collaboration with senior reviewers.
Assess complex consulting deliverables including market analyses, strategic recommendations, and financial models.
Create precise evaluation criteria and provide evidence-based assessments for AI-generated consulting work.
Work remotely and asynchronously while collaborating with senior reviewers.
Our partner is a company seeking management consultants to evaluate and improve AI systems. They offer a remote, asynchronous work environment with competitive compensation.
Create realistic, domain-specific tasks in the target language reflecting local finance practices.
Adapt and apply scoring rubrics to evaluate AI-generated and human responses.
Review and score submissions for accuracy, regulatory alignment, and professional quality.
LILT is a company that makes the world's information available to everyone, no matter the language they speak, through multilingual AI and human-verified services. They serve Enterprises, Governments, and AI Developers globally, with a community of linguists and experts focused on innovation and excellence.
Train and evaluate AI models on complex financial institutions, regulatory, and risk-management topics.
Assess model responses for factual accuracy, financial logic, and regulatory interpretation.
Produce clear error traces and structured feedback to improve AI performance.
This company specializes in AI training projects for financial institutions, offering flexible freelance opportunities. It operates with a small remote team and provides a fully remote work environment.