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 →
2Distinct papers
0Unique collaborators
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5147682268
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Adnan Anwar Shaikh (openalex, provider refresh)
- Adnan Anwar Shaikh (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Innovation: 2 papers
- Org Design: 2 papers
- Productivity: 2 papers
- Governance: 1 paper
Claim outcomes
- Innovation Output: 2 papers
- Organizational Efficiency: 2 papers
- Adoption Rate: 2 papers
- Firm Productivity: 2 papers
- Decision Quality: 2 papers
- Fiscal And Macroeconomic: 1 paper
- Other: 1 paper
- Task Allocation: 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 |
|---|---|---|---|
| Cloud analytics can underpin Saudi firms’ digital transformation, but technology alone rarely delivers measurable value; firms must pair elastic platforms with data governance, skills, and operating‑model change to realize productivity and Vision 2030 goals.openalex | Adnan Anwar Shaikh provider id |
2026-08-19 | 0 |
| Saudi firms gain most from AI when data platforms, machine learning and decision automation are integrated into business workflows and backed by leadership, talent and governance; piecemeal technology purchases often remain pilots without these organizational capabilities.openalex | Adnan Anwar Shaikh provider id |
2026-08-19 | 0 |
Citation observation summary
OpenAlex supplied counts for 2 of 2 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.