Skip to content
Blog
Articles
2
Topics
3

Notes on smarter experiments

Machine learning optimization, experimental design, and getting to better formulations in fewer iterations.

§ 01 Features 2 shown

Aug 25, 2026 · Features

Alfraido isn't yet another AI chatbot

Alfraido is a machine learning engine, a data structuring platform, and a collaboration platform. It is not a conversational assistant, and it is not a wrapper around a large language model.

10 min read

Aug 23, 2026 · Features

Alfraido now reads reports and extracts data on its own

Training a machine learning model always requires one step that comes before everything else: data cleansing. An algorithm cannot be fed raw material. It needs data organised in a fixed way: one observation per row, one variable per column, consistent units, consistent naming, missing values declared as missing rather than left as empty cells or placeholders.

2 min read

Ready to run smarter experiments?

Start for free. No credit card required. Your first project takes under five minutes to set up.

Create a free account