# kumai
> kumai — Wikidata Q140377920; Swiss artificial intelligence, data and business intelligence consulting firm; source revision 2511792345, modified 2026-06-29T11:20:41Z.

- Canonical entity: https://readyscan.ai/entities/kumai-q140377920
- Website listed in the source snapshot: https://www.kumai.ch
- Category: [Wikidata businesses](https://readyscan.ai/directory/wikidata-businesses)
- Machine record: https://readyscan.ai/discovery/entities/kumai-q140377920.json
- Material fingerprint: fnv1a64:7e59ad0747ae2060
- Entity revision: fnv1a64:2c4822cc99f359d6
- Published: 2026-07-29
- Modified: 2026-07-29

## Source-backed claims
- Source description: Swiss artificial intelligence, data and business intelligence consulting firm Sources: https://www.wikidata.org/wiki/Special:EntityData/Q140377920.json?revision=2511792345
- Source-listed website: www.kumai.ch — https://www.kumai.ch Sources: https://www.wikidata.org/wiki/Special:EntityData/Q140377920.json?revision=2511792345
- Wikidata item: Wikidata Q140377920 Sources: https://www.wikidata.org/wiki/Special:EntityData/Q140377920.json?revision=2511792345
- Source revision: 2511792345, modified 2026-06-29T11:20:41Z Sources: https://www.wikidata.org/wiki/Special:EntityData/Q140377920.json?revision=2511792345

## Sources
- [kumai — Wikidata Q140377920](https://www.wikidata.org/wiki/Special:EntityData/Q140377920.json?revision=2511792345) — Wikidata
- [Wikidata data access](https://www.wikidata.org/wiki/Help:Data_access) — Wikidata
- [Wikidata reuse permission](https://www.wikidata.org/wiki/Wikidata:Licensing) — Wikidata
- [CC0 1.0 Universal](https://creativecommons.org/publicdomain/zero/1.0/) — Wikidata

## Agent return protocol
- Discover the bounded graph: https://readyscan.ai/api/v1/ai-search/discovery
- Retrieve this entity evidence: https://readyscan.ai/api/v1/ai-search/entities/kumai-q140377920/evidence
- Verify a published claim ID: https://readyscan.ai/api/v1/ai-search/verify?entity=kumai-q140377920&claim={claim-id}
- Verification evaluates only the current published evidence revision. Unsupported interpretation remains unknown.

## Publication boundary
- This public-sourced, unclaimed record republishes selected permitted snapshot facts and has not been verified as controlled by an owner.
- Publication does not guarantee crawling, indexing, training inclusion, citation, recommendation, referral, or revenue.