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4. [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)
5. [Upsolve AI](https://www.g2.com/products/upsolve-ai/reviews)
6. [Upsolve AI Claims vs Evidence](https://www.g2.com/products/upsolve-ai/claims-vs-evidence)

# Upsolve AI Claims vs Evidence

## Claim: “Go live with embedding, RBAC, and your semantic layer.”

##### Supported by reviews.

Relevant reviewers report fast go-live for embedded dashboards, role-based access controls, and security visibility rules. Another reviewer describes mapping SQL directly to UI components, providing related evidence for the semantic-layer aspect.

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“Their out-of-the-box components made embedding dashboards into our product ridiculously fast. We had our first live customer dashboard up in less than a week.”

[Read Full Review](https://www.g2.com/survey_responses/11446143)
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“I really like how the access controls and filters work across different user roles.”

[Read Full Review](https://www.g2.com/survey_responses/11446143)
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“we were able to extend our security model and visibility rules to reporting without needing to manage a separate configuration in Upsolve.”

[Read Full Review](https://www.g2.com/survey_responses/11443213)
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“mapping a single SQL query directly to UI components”

[Read Full Review](https://www.g2.com/survey_responses/11892089)

Last updated Oct 5, 2026

Source: [https://upsolve.ai/pricing](https://upsolve.ai/pricing)

## Claim: “Your data connections, agent configurations, and context engineering work are all preserved, so upgrading is seamless.”

##### Disputed by reviews.

A reviewer reports that upgrading the self-hosted version occasionally requires integration work, which conflicts with the claim that upgrades are seamless. No reviews specifically confirm that all data connections, agent configurations, and context engineering are preserved.

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“Occasionally, taking the latest upgrade with the newest features requires some integration work”

[Read Full Review](https://www.g2.com/survey_responses/11416070)

Last updated Oct 5, 2026

Source: [https://upsolve.ai/pricing](https://upsolve.ai/pricing)