
MLJAR
AnythingLLM
LM Studio
A desktop app for a first look at your data files. You ask in plain language, and the AI runs on your own machine. One-time license.

Document AI by Relevance
AI editing co-pilot for Google Docs offering smart, real-time edits for you to approve.

Which is more popular?
Website, pricing, platforms and company facts side by side.
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|---|---|---|
| Website | totsum.app | getpointer.ai |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from Serbia · 2024 |
| Listed in |
In their own words, as submitted to SaaSHub.


Totsum Data Explorer is a desktop app for a first look at your CSV, Excel, JSON and Parquet files: you ask questions in plain language, an AI that runs locally on your machine answers with previews, and a follow-up report hands your shortlist to an expert for validation. Can work on a computer...
Pointer is your AI copilot, working directly within Google Docs to offer smart, real-time edits. Say goodbye to manual copy-pasting from ChatGPT and fixing broken text formatting. Enjoy efficient, polished suggestions that you can easily approve. Imagine having an intern who follows your exact...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


No analysis of Totsum.app yet.
Overall verdict
Why this product is good
Recommended for
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Totsum.app and Pointer for Google Docs.
Totsum.app's answer
The AI runs on your own machine, and the answers leave as a report built to be checked by a person: the rows behind every chart, the query written out step by step, and a shortlist an expert can validate.
Totsum.app's answer
People who work on data files they cannot upload: consultants and independent professionals under confidentiality agreements, and anyone who wants a first look at a file before handing it to an analyst.
Totsum.app's answer
DuckDB for the data and llama.cpp for the model, both running inside the app on your own machine.
Share your experience with using Totsum.app and Pointer for Google Docs. For example, how are they different and which one is better?
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