Comprehensive Compilation of Real-World LLM & AI Agent Use Cases in Financial Services
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Updated
Aug 25, 2026
Comprehensive Compilation of Real-World LLM & AI Agent Use Cases in Financial Services
We are researching and developing our own in-house LLM, which will be focused on finance-based chats and requests.
Quantitative finance evaluation and benchmark harness for Large Language Models (DCF models, risk ratios, portfolio analysis).
💎AlphaCrunch: LangGraph-powered Finance AI Agent Conversational analyst using QLoRA-fine-tuned Mistral-7B + RAG over S&P 500 10-Ks . Multi-turn memory, Gradio UI.
开源金融大模型动物园 · Kronos K线预测 · Fin-R1 · FinGPT · CFGPT · Google Search Grounding · 免费开放 API
Enterprise-grade Hybrid RAG Engine for SEC 10-K financial QA. Features Dense + BM25 retrieval, Reciprocal Rank Fusion (RRF), Cross-Encoder reranking, grounded Llama 3 generation, citation validation, and LLM-as-a-Judge evaluation.
Türkiye'nin ilk davranışsal yapay zeka yatırım koçu — profil vektörü, kriz simülasyonu ve kişisel portföy rehberliği.
FinWise is an AI-powered financial advisor that connects to Dutch banks (ABN AMRO, ING) via Open Banking APIs. It features a conversational interface where users can ask questions in plain English, powered by a fine-tuned GPT-3.5 model that generates SQL queries to a unified database. Includes dynamic in-chat charting and a customizable dashboard.
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