Data Processing (2026)

Data processing tools use AI to collect, query, transform and analyse data at scale. In this directory they range from LLM-driven extraction of structured data from unstructured documents, to monitoring systems that aggregate news and social media and summarise trends, to libraries for financial analysis.

Check which data sources and document formats a tool handles, whether processing runs where the data lives or requires copying it, and how results can be audited. For monitoring and aggregation tools, look at source coverage, update frequency and alerting. When personal or proprietary data is involved, confirm where processing happens and what leaves your infrastructure.