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:
A5119184171
ORCID evidence
No valid ORCID is stored.
Observed aliases (4)
- Dr.P.Janaki Ramulu (openalex, provider refresh)
- Dr.P.Janaki Ramulu (openalex, source metadata)
- P. Janaki Ramulu (openalex, provider refresh)
- P. Janaki Ramulu (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 1 paper
- Productivity: 1 paper
Claim outcomes
- Firm Productivity: 1 paper
- Decision Quality: 1 paper
- Adoption Rate: 1 paper
- Ai Safety And Ethics: 1 paper
- Developer Productivity: 1 paper
- Error Rate: 1 paper
- Organizational Efficiency: 1 paper
- Task Completion Time: 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 |
|---|---|---|---|
| Motilal Oswal's internal Generative AI system is reported to have sharply reduced analyst workloads and driven a portfolio that outperformed the Nifty 50 (2021–25), producing a five-year NPV of ₹392.4 crore and a 45.1% IRR. However, the evidence is a single-firm case study with limited transparency and no causal counterfactual, so the results should be treated as suggestive rather than definitive.openalex | P. Janaki Ramulu provider id |
2026-09-04 | 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.