# Evidence

> Business intelligence for teams and agents

- **Canonical URI:** https://www.vioscale.ai/software/evidence
- **Category:** BI Software
- **Homepage:** https://evidence.dev/
- **Also known as:** evidence
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-03T13:26:11.835Z

## Vioscale score

**65.3 / 100**, confidence 17% (low).

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 10 | 0 | - |
| reliability | 0 | 12 | 0 | - |
| capabilities | 74.7 | 32 | 2391.1 | ✓ |
| integrations | 0 | 18 | 0 | - |
| security_posture | 40 | 12 | 480 | ✓ |
| pricing_transparency | 0 | 16 | 0 | - |

## About

BI as code platform for teams and agents featuring natural language queries, governed dashboards, and embedded analytics.

_Independently observed._

## Capabilities

_The capabilities that matter for BI Software. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Core** | |
| BI paradigm | NLQ / search |
| Semantic / modelling layer | Built-in |
| **Engine** | |
| Warehouse-native (SQL push-down) | ✓ |
| **Deployment** | |
| Self-hostable / OSS core | - |
| Managed cloud available | ✓ |
| **Intelligence** | |
| Natural-language query / AI copilot | ✓ |
| **Delivery** | |
| Embedded / white-label analytics | ✓ |
| **Governance** | |
| Row-level security & SSO/SAML | ✓ |
| **Commercial** | |
| Per-seat pricing published | - |
| Free tier / free desktop | - |
| **Ecosystem** | |
| dbt-native integration | - |
| Data-source connector breadth | - |
| **Delivery** | |
| Scheduled reports / alerting | - |

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | commercial | [link](https://evidence.dev/) | 2026-08-03 | 60% (medium) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.soc2 | yes | [link](https://evidence.dev/) | 2026-08-03 | 48% (low) |

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*Source: Vioscale (https://www.vioscale.ai/software/evidence). Independent, evidence-based software intelligence. Cite the canonical URI.*