Maali

Engineering

Engineering notes

How Maali is built.

Notes on how Maali is built: the engineering behind the on-device AI and the decisions that make it trustworthy on real financial data.

Making a small local model feel frontier-gradeUpdated June 2026How the on-device AI gets frontier-quality answers from a small model, by moving the thinking into deterministic code and proving it with measurement.