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
2Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5151749382
ORCID evidence
Observed aliases (2)
- Kavyashree Kulal (openalex, provider refresh)
- Kavyashree Kulal (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Innovation: 1 paper
Claim outcomes
- Firm Revenue: 1 paper
- Organizational Efficiency: 1 paper
- Adoption Rate: 1 paper
- Firm Productivity: 1 paper
- Ai Safety And Ethics: 1 paper
- Consumer Welfare: 1 paper
- Innovation Output: 1 paper
- Market Structure: 1 paper
- Skill Acquisition: 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 |
|---|---|---|---|
| Xiaomi India scaled fast by pairing affordable hardware with AI‑enabled services and local adaptation, turning device fleets into data-rich platforms that lock in users; however, thin device margins, regulatory and data‑privacy risks, and intense competition constrain its upward mobility and resilience.openalex | Kavyashree Kulal provider id |
2026-09-14 | 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.