File sandbox
File profiling runs in an isolated container, without networking and with the main filesystem separated.
Secure AI
Excel and CSV files contain customers, prices, defects, complaints, costs, suppliers and operational decisions. TalkToMyExcel puts a technical boundary around AI before generating an answer.
Boundary
File profiling runs in an isolated container, without networking and with the main filesystem separated.
Each user works on dedicated datasets, DuckDB storage and semantic index.
Regolo.ai is the recommended choice for European inference, zero retention and no training on customer data.
The model receives only the context needed for the answer, not the whole file without criteria.
Architecture
DuckDB handles structured queries, filters and counts. Chroma handles text similarity on selected columns. The LLM enters at the end, once compact evidence already exists.
This reduces hallucination risk and makes it easier to understand where an answer comes from: rows, tables and columns remain part of the conversation.
Regolo.ai recommended
With Regolo.ai, prompts and outputs are handled in memory by the inference layer and are not persisted. Customer request content is not used to train or fine-tune shared models.
Details on Regolo.aiWhat to avoid
Assessment
If it works on sensitive data, it also works on simple data.