NLG Financial Narrative —Automated Investment & Earnings Reports

I will build an NLG system for automated financial narrative generation — converting your financial data (portfolio performance, earnings results, market data, or fund reports) into accurate, professionally written narrative sections that meet the factual accuracy and regulatory language standards of financial communication. Financial NLG has stricter requirements than most NLG applications — every generated statement must be traceable to a specific data point, no generated number can differ from the source data even by rounding, and regulatory language standards must be consistently applied — requirements that make a carefully audited template-LLM hybrid approach far more reliable than a pure LLM generation approach.

The system covers financial data ingestion, numerical accuracy validation layer, template-based fact statement generation for all quantitative claims, LLM-based narrative synthesis with fact grounding, compliance language rules enforcement, and formatted output in your required report format.