Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
1Distinct papers
4Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5123780829
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Azana Hafizah Mohd Aman (openalex, provider refresh)
- Mohd Aman, Azana Hafizah (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Governance: 1 paper
- Innovation: 1 paper
- Labor Markets: 1 paper
- Productivity: 1 paper
Claim outcomes
- Market Structure: 1 paper
- Governance And Regulation: 1 paper
- Adoption Rate: 1 paper
- Organizational Efficiency: 1 paper
- Firm Productivity: 1 paper
- Regulatory Compliance: 1 paper
- Employment: 1 paper
- Research Productivity: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| Security-as-a-Service makes it cheaper and faster for firms to run AI in the cloud, widening access especially for smaller companies. But outsourcing security concentrates risk and market power among major providers and raises liability, privacy and competition issues that could distort incentives for AI investment.openalex | Mohd Aman, Azana Hafizah provider id |
2026-12-01 | 0 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.