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.