NeuralNexus: Autonomous Financial Intelligence

NeuralNexus is an independent financial intelligence solution, providing businesses with the ability to identify and solve inconsistencies in several data sources. The system uses Trust-Weighted RAG and specialized AI agents to determine the trustworthiness of data, instead of simply returning answers. Users can upload CSV, Excel, PDF and image files, specify credibility levels and perform an AI analysis using an interactive dashboard. Identifying mismatched values, calculating confidence scores, and explaining what is the most reliable and why is done automatically by the platform. It features a conversational AI assistant, contradiction detection engine, data quality scoring, proactive insights, interactive knowledge graph and complete data lineage tracking for transparent decisions. NeuralNexus, designed to be part of the AI Agent Olympics 2026 on the Data & Intelligence track, illustrates the potential of autonomous AI agents and explainable reasoning in enhancing enterprise financial analysis and data trustworthiness.