Anomaly AI (https://www.findanomaly.ai/) supports the analysis and understanding of large data files via a chatbot running Claude Sonnet 4 or 4.5 and a spreadsheet interface.

Queries are processed in SQL format and the code is accessible. The user is regularly asked about the operations to be implemented or advised on the follow-up to be given. New tabs are created in the table as needed.

Once the questions and analyses have been carried out, Anomaly creates complete dashboards that can be published online.

Imports csv, xls and online databases. Export copy/paste or xls.

25 free credits per month (1 credit per request, 1 for 2 transformations and 4 per dashboard).

Data source for the tests: https://meteo.data.gouv.fr/datasets?category=climatologique-base (monthly data 1950 / 2023, Doubs department).

Examples of dashboards (in iframe for interaction):