R0042/2026-03-28/Q001/SRC05/E01

Research	R0042 — Private AI enterprise motivations and sycophancy
Run	2026-03-28
Query	Q001
Source	SRC05
Evidence	SRC05-E01
Type	Reported

Four enterprise motivations for private AI as documented by Presidio.

URL: https://www.presidio.com/blogs/on-premise-vs-public-ai-why-businesses-are-choosing-private-ai-solutions/

Extract

Presidio identifies four motivations:

1. Data Security & Privacy — no data on public clouds; maintaining control over sensitive information
2. Cost Control — avoiding surprise cloud cost spikes
3. Data Governance — retaining control of data rather than relying on third-party platforms
4. Compliance Requirements — meeting regulatory needs for data residency

Behavioral customization, sycophancy, or response style control are not mentioned.

Relevance to Hypotheses

Hypothesis	Relationship	Strength
H1	Supports	Consistent with core motivation set found across sources
H2	Contradicts	Overlaps with other sources
H3	Supports	Core motivations are the same; no outlier motivations listed

Context

Presidio's shorter list focuses on the most foundational concerns. The absence of customization from even this abbreviated list reinforces that behavioral customization is not a primary enterprise concern.