| Primary purpose | Different approachAnswers from structured business data. | Different approachGeneral-purpose AI assistance. |
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| Where the data comes from | Supported32 connector implementations covering 34+ sources: databases and warehouses, business apps (Salesforce, HubSpot, Stripe, Razorpay, Zoho CRM and more) and CSV, XLSX and JSON files. | Depends on plan or setupConversations, files and connectors such as Google Drive. Database connectivity is not verified. |
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| How a data question is answered | SupportedPlain-English questions become SQL that runs on your connected sources. The SQL is shown with the result. | Not verifiedAnalysis of spreadsheets and files is described for Drive files; code execution on business plans is not verified. |
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| Permission handling | SupportedRole-based table access, column masking (redact, hash, partial, deny) and row-level filters applied when each query runs. | SupportedThe Business Drive integration retrieves only files the user can view. |
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| Citations and evidence | SupportedEach answer shows its SQL, and the tables and columns it used are recorded as lineage. Failed queries are repaired and retried with per-attempt history. | SupportedInline citations to source files for Drive answers. |
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| Admin and identity | Depends on plan or setupOIDC single sign-on (Google, Microsoft, Okta or custom). SAML is on the roadmap, not available today. | Depends on plan or setupTeam management on Business; custom SSO and SCIM on Enterprise. |
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| Data use for training | Different approachModel provider is your choice; local models keep prompts in your environment. | SupportedxAI states business customer data is not used for training. |
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| Model choice | SupportedChoose the model: Ollama for local models, OpenAI, Azure OpenAI, Anthropic Claude or an OpenAI-compatible endpoint. | Not applicableUses xAI models. |
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| Pricing model | SupportedPublished prices, per workspace rather than per user. Viewers are free on paid plans; there is a free plan and a 14-day Business trial. | SupportedGrok Business published per seat; Enterprise quoted. |