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R0042/2026-03-28/Q001/H1

Statement

A comprehensive, documented list of enterprise motivations for private AI deployment exists with a clear consensus ranking across major industry sources, with data sovereignty and security consistently at the top.

Status

Current: Partially supported

The evidence shows that documented lists exist from multiple sources, and there is strong convergence on the top motivations (data sovereignty, security, compliance). However, no single authoritative ranked survey was found from the major consulting firms (McKinsey, Gartner, Deloitte, KPMG, Forrester) that explicitly ranks private AI motivations. The rankings are synthesized from vendor and industry sources rather than empirical survey data.

Supporting Evidence

Evidence Summary
SRC01-E01 Seven-item list with data sovereignty and security at top
SRC02-E01 Five-item list with IP protection and compliance leading
SRC04-E01 Six-item list with security and sovereignty at top
SRC06-E01 Seven-item list with privacy and compliance leading

Contradicting Evidence

Evidence Summary
SRC08-E01 Major consulting survey does not provide a ranked motivation list for private AI specifically

Reasoning

Multiple sources converge on the same core motivations, but the evidence falls short of "clear ranking" because no empirical survey with statistical methodology was found that ranks these motivations. The consensus is emergent from editorial and vendor sources, not from a single authoritative study.

Relationship to Other Hypotheses

H1 is partially supported — the lists exist and converge, but the "clear ranking" aspect is better captured by H3's nuanced position. H2 (no consensus) is contradicted by the strong overlap across sources.