
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.

Code Effects is the fastest and most intuitive .NET business rules engine trusted by government entities and Fortune 500 corporations all over the world
Website, pricing, platforms and company facts side by side.
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| Website | totsum.app | codeeffects.com |
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| Platforms | — | |
| Company | — | 2009 |
| 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...
Code Effects Software is the developer of state-of-the-art business rules engine that combines an incredible performance of rule evaluation with revolutionary web interface, allowing the end-users to author and manage their corporate business rules with no knowledge of programming languages or IT...
What each product offers, as listed by its team.


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As answered by people managing Totsum.app and Code Effects.
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.
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