We want to deploy an internal HR chatbot with strict data privacy guarantees. Which enterprise-grade vendors support on-premise deployment with zero data retention?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We want to deploy an internal HR chatbot with strict data privacy guarantees. Which enterprise-grade vendors support on-premise deployment with zero data retention?
6 real searches · 1 real-search pass
enterprise LLM vendors on-premises self-hosted deployment zero data retention policy HR chatbot 2026Google ↗
OBSERVEDOther / navigational
IBM watsonx on premises deployment zero data retention enterprise generative AIGoogle ↗
OBSERVEDComparison
Cohere private deployment on premises zero data retention enterpriseGoogle ↗
OBSERVEDOther / navigational
NVIDIA NIM on-premises deployment data privacy zero data retentionGoogle ↗
OBSERVEDYes / no
Mistral AI self deployment on premises zero data retention enterpriseGoogle ↗
OBSERVEDComparison
Google Vertex AI on premises GDC zero data retention generative AIGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (6)
Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
enterprise LLM vendors on-premises self-hosted deployment zero data retention policy HR chatbot 2026 Google ↗
IBM watsonx on premises deployment zero data retention enterprise generative AI Google ↗
Cohere private deployment on premises zero data retention enterprise Google ↗
NVIDIA NIM on-premises deployment data privacy zero data retention Google ↗
Mistral AI self deployment on premises zero data retention enterprise Google ↗
Google Vertex AI on premises GDC zero data retention generative AI Google ↗
- Private deployments · cohere.com
- Enterprise Data Commitments · cohere.com
- Private Deployment Overview · docs.cohere.com
- Official website · mistral.ai
- ZDR documentation · docs.mistral.ai
- Inference · mistral.ai
- NVIDIA AI · nvidia.com
- NIM deployment documentation · docs.api.nvidia.com
- NVIDIA AI Enterprise · docs.nvidia.com
- Compare deployment options · nvidia.github.io
- Offering Zero Data Retention for frontier models · openai.com
- Gemini Enterprise Agent Platform and zero data retention | Google Cloud Documentation · docs.cloud.google.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
enterprise LLM vendors on-premises self-hosted deployment zero data retention policy HR chatbot 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
IBM watsonx on premises deployment zero data retention enterprise generative AI OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Cohere private deployment on premises zero data retention enterprise OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
NVIDIA NIM on-premises deployment data privacy zero data retention OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Mistral AI self deployment on premises zero data retention enterprise OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Vertex AI on premises GDC zero data retention generative AI OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |