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Free AI data analyst for CSV. Every step shown, every number traced. Start on your own files or on a ready-made demo project.

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 | explai.com | codeeffects.com |
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| Company | Startup from Germany · 1 - 9 employees · 2026 | 2009 |
| Listed in |
In their own words, as submitted to SaaSHub.


explai is a free, web-based AI data analyst agent designed to perform automated root-cause analysis, cohort retention tracking, and dataset visualization directly from raw CSV and Excel files. Unlike generic LLM chat interfaces that often hallucinate calculations or give vague summaries, explai...
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.


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


No analysis of explai yet.
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Why this product is good
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing explai and Code Effects.
explai's answer
Most AI spreadsheet tools either charge high monthly subscriptions, hallucinate formulas, or lack business context. explai is completely free, guarantees mathematical accuracy by tracing calculations back to raw data, allows custom metric definitions, and performs automated root-cause teardowns in seconds without complex database setups.
explai's answer
explai combines custom Domain Knowledge integration with a deterministic AI agent framework. Instead of generic LLM chats that often hallucinate calculations, explai applies user-defined business logic, metric definitions, and formula rules directly to raw data, delivering verifiable, row-traceable insights without writing SQL or code.
explai's answer
explai was created to fix the frustration of spending hours wrestling with raw spreadsheets and fixing hallucinated formulas in standard AI chats. We set out to build an autonomous, deterministic data analyst agent that understands specific company metrics and provides accurate, audit-ready insights to anyone for free.
explai's answer
explai is built for founders, growth leads, product managers, data analysts, and marketers who deal with raw CSV/Excel files daily and need fast, precise answers to complex business questions without waiting on data teams or SQL pipelines.
explai's answer
explai is powered by a modern web architecture leveraging Next.js, React, TypeScript, and Tailwind CSS on the frontend, combined with a deterministic data execution engine and specialized Large Language Models tuned for structured data parsing and code execution.
explai's answer
A global top-5 pharma company.
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