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Active Survey · Edition 2026

Enterprise AI Capability Allocation Survey

Help shape the future of Enterprise AI Governance.

This academic survey forms part of the AI Logic Engineering Research Programme investigating how organisations should deploy Artificial Intelligence responsibly and effectively.

Estimated time

7–10 minutes

Responses

Anonymous

Participation

Professionals from all industries are welcome.

Survey opens: 2026-07-24·Survey closes: 2027-07-24

Survey Integrity & Security Standards

Anonymous

No name, email, account, or IP address is collected or stored alongside your responses.

Immutable

Once submitted, a response cannot be edited, amended, or deleted by any party — including the survey author, site administrators, or any other individual. The dataset is strictly append-only.

Sealed raw data

Individual responses are never exposed publicly. Only aggregated, anonymised results are published, and they update live.

Voluntary

Every question is optional. None are locked or required — answer only what you choose, and skip the rest.

Terms

Survey terms: Participation is voluntary and open to professionals from all industries. Every question is optional — none are locked or required, and you may answer only what you choose. Responses are anonymous and are used solely for academic research within the AI Logic Engineering discipline, including future publications issued through the AI Logic Engineering Institute. By submitting, you confirm that the information reflects your own genuine professional experience and judgement, and that you consent to your anonymised, aggregated responses being published as part of the research results.

01

About You

Organisation Size
02

AI Availability

Does your organisation officially provide AI tools?
Which AI platforms are available?
Who pays for your AI subscription?
How frequently do you use AI?
03

AI Understanding

Have you received formal AI training?
How confident are you using AI?
Do you understand AI limitations?
Do you verify AI output before using it?
04

Governance

Does your organisation have AI policies?
Are confidential documents permitted inside AI?
Who reviews AI-generated work?
05

Business Value

Has AI improved your productivity?
Has AI improved quality?
Has AI reduced repetitive work?
Has AI improved decision making?
Has AI saved measurable time?
Has AI produced measurable financial benefit?
06

Role Suitability

Does your role genuinely require General AI?
Would a specialised AI assistant designed specifically for your role be more valuable?
Should every employee receive General AI?
Which organisational functions benefit most from General AI?
Which functions should instead receive specialised AI solutions?
07

Future Enterprise AI

All questions are optional — submit at any time