Best data error handling tools in 2025

Grably

User-consented datasets for AI projects, sourced ethically and transparently.

Fuzzy match

Intelligent matching for messy textual data.

Goodlookup

Smart function for linking similar records in spreadsheets.

LlamaIndex

AI knowledge assistant for organizing and analyzing enterprise data.