FinVision: Automated Financial Data Processing and Investment Recommendations

FinVision is a next-generation platform that redefines financial analytics by blending automation, explainable AI, and advanced predictive modeling. It streamlines KPI filtering, financial document ingestion, and market data integration, transforming raw inputs into structured, actionable insights built on a transparent, rule-based foundation.

At its core, FinVision introduces a novel AI pipeline that applies state-of-the-art approaches for feature reduction, decomposition, and optimization. This ensures forecasts are powered by compact, high-quality signals that capture the essence of market dynamics while minimizing noise. Furthermore, a dedicated Gemini-powered workflow extends these capabilities: market news and company filings are condensed into concise summaries, analyzed for sentiment and context, and then incorporated either as direct recommendation layers or as enriched features for predictive models, strengthening both accuracy and interpretability.

In addition, forecasting is benchmarked with widely recognized models such as LSTM and Transformers, while the enhanced pipeline demonstrates superior adaptability across S&P 500 equities. Transparency remains central to the design, with explainable AI methods and Gemini refinements producing clear, human-readable insights for both technical and non-technical users.



Finally, through an interactive web interface with intuitive dashboards, portfolio tools, and interpretable forecasts, FinVision empowers retail investors, analysts, and researchers to explore markets with clarity, confidence, and trust.