QUALITATIVE INTELLIGENCE

QL Ground Truth

The story behind the numbers

Five qualitative pillars scored from primary evidence — what management promised and whether it landed, how the last earnings call actually sounded, what the R&D line is doing, who the company names as suppliers and customers, and what it is hiring for — then set against QuantLogix's quantitative 5-factor composite. Every number carries the sentence, filing or posting behind it. A pillar with no evidence says so rather than guessing.

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QL Ground Truth reads published earnings-call transcripts, SEC XBRL filings and companies' own public job boards. Scores are deterministic functions of that evidence — the formula for each one is printed on this page under "How this score was built". Pillars with no evidence are reported as unavailable and are excluded from the conviction score rather than filled in with a default. This is diagnostic research, not investment advice; qualitative signals are inherently interpretive, so always cross-reference the linked primary sources. Nothing you look up is stored.