Everything published here is generated from a research corpus rather than written directly into pages. That architecture is deliberate: it means a figure appears in one place and propagates everywhere, that a correction reaches every page that depended on it, and that any claim can be traced to the document and the source that produced it.
Confidence grading
Claims are graded. Statutory provisions, published ceilings and official classifications are treated as verifiable and are cited to the instrument or the legislation. Ranges describing venture economics — capital requirements, time to revenue, margins — are modelled from the corpus and are presented as ranges precisely because they are not projections for any particular business. Judgements about why something works or fails are marked as judgements in the prose rather than dressed as data.
What changes and how fast
Support instruments are the most volatile material here. Ceilings move, calls open and close, regional programmes are rewritten between periods, and a scheme that was decisive last year can be closed this one. Tax regimes and thresholds change with budget legislation. Classification systems are revised. Every page therefore carries the standing instruction to confirm against the current call text of the administering body before acting, and that instruction is not a disclaimer but a working method.
Corrections
Where a figure published here is found to be wrong, it is corrected in the corpus, the correction propagates to every page derived from it, and the change is recorded in the verification register rather than made silently. Readers who identify an error are asked to say so; it is the cheapest form of review available and the corpus is large enough that it needs it.
Note on sources. This page is generated from the VentureItalica research registry. Figures and legal references reflect the corpus as verified at the last review and are indicative rather than advice. Instruments change; always confirm the current call text with the administering body before acting.