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
0Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5136310234
ORCID evidence
No valid ORCID is stored.
Observed aliases (4)
- Rautiainen, Tommi (openalex, provider refresh)
- Rautiainen, Tommi (openalex, source metadata)
- Tommi Rautiainen (openalex, provider refresh)
- Tommi Rautiainen (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Human Ai Collab: 1 paper
- Org Design: 1 paper
Claim outcomes
- Adoption Rate: 1 paper
- Organizational Efficiency: 1 paper
- Other: 1 paper
- Error Rate: 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 |
|---|---|---|---|
| A prototype AI assistant helped occasional purchasers follow procurement rules and flagged overlooked requirements in a center-led procurement pilot, reducing instances of maverick buying according to user feedback; the artifact—built on a RAG architecture—offers a practical model for scaling decentralized procurement guidance, but evidence is limited to a four-user pilot.openalex | Rautiainen, Tommi provider id |
2026-01-01 | 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.