Automated Report Generation — Data-to-Text NLG Pipeline

I will build an automated data-to-text report generation system — covering data ingestion from your source (database, API, or CSV), statistical analysis and key insight extraction, NLG-based narrative generation describing the data findings in natural language, and a formatted report output in PDF, Word, or HTML. Automated report generation eliminates the weekly or monthly analyst time spent describing numbers that have already been calculated — a data-to-text system generates accurate, consistent narrative descriptions of your metrics in seconds, freeing analyst time for the interpretation and recommendation work that genuinely requires human judgement.

The system covers data source integration, metric calculation and statistical analysis, insight extraction (identifying notable changes, outliers, and trends), template or LLM-based narrative generation, and formatted report output with charts and text.