Text / Financial Services
11-Year Longitudinal Financial Advisory Decision & Client Dialogue Dataset
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Overview
11-Year Longitudinal Financial Advisory Decision & Client Dialogue Dataset is a text dataset. Typical applications include LLM pre-training, alignment & RLHF and conversational AI. Relevant sectors: Financial Services, Education and AI & Machine Learning. It is offered as a paid dataset; pricing details are provided on request.
Primary applications
Real-world financial reasoning, human feedback, and professional decision-making documented over approximately 11 years. The provider’s historical archive offers a distinctive potential resource for developing and evaluating advanced financial AI systems. Generated through an independent Registered Investment Advisory practice, the corpus documents how professional investment decisions were developed, explained, discussed with clients, revised when appropriate, and revisited over time. Unlike conventional financial datasets centered on market prices, company fundamentals, transactions, or isolated work products, this archive preserves the human decision-making process surrounding financial advice. The corpus includes: - Investment Analysis & Financial Planning: Portfolio assessments, individualized financial plans, investment research, and recommendations. - Economic & Market Reasoning: Substantive advisor-authored emails explaining market conditions, industry developments, investment opportunities, risks, and the rationale behind specific recommendations. - Client Dialogue & Feedback: Authentic questions, investment preferences, risk concerns, objections, evolving goals, and written exchanges between advisor and client. - Meeting Preparation & Decision Revisions: Detailed preparation notes, recommendation walkthroughs where applicable, and documented adjustments reflecting subsequent discussions. - Longitudinal Reviews & Outcomes: Quarterly reviews, reported portfolio perfo
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- Language
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- Volume
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- Domain
- Consumer & Lifestyle +3
- Use case
- LLM pre-training
Price on request