Lived experience, analyzed with rigor

The Intelligence Engine turns interview transcripts into evidence-gated insight reports. Every quote is verbatim, every finding is backed by multiple interviews, and every number is computed by code.

Closed vocabularies

The AI can only use approved labels. It cannot invent a new emotion, barrier, or category.

Verbatim quotes

Quotes from interviews and research are copied word-for-word and verified by code. The AI cannot paraphrase or fabricate them.

Evidence gates

A finding must appear across multiple interviews before it can become an Insight. One person's story cannot become a finding on its own.

Code-computed numbers

Counts and demographic figures are calculated by the program, not written by the AI, so they cannot be exaggerated.

Temperature zero

The AI runs in its most deterministic mode, so results are stable and repeatable across runs.