# Soda

> AI-powered data quality monitoring and anomaly detection

- **Canonical URI:** https://www.vioscale.ai/software/soda
- **Category:** Data Observability
- **Homepage:** https://www.soda.io/
- **Also known as:** soda
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-21T13:13:18.335Z

## Vioscale score

**42.8 / 100**, confidence 8% (low). Computed 2026-09-01. _(updating — computed under an earlier model version or past its freshness window.)_

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

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 0.052 | 0 | - |
| reliability | 0 | 0.073 | 0 | - |
| capabilities | 67.1 | 0.04877777777777778 | 3.3 | ✓ |
| integrations | 13.7 | 0.04066666666666666 | 0.6 | ✓ |
| security_posture | 0 | 0.073 | 0 | - |
| pricing_transparency | 0 | 0.084 | 0 | - |

## About

An AI-powered data quality platform that automatically detects and helps fix data issues. Core features include metrics monitoring, row-level anomaly detection, and root cause analysis, with failed records automatically stored in your data warehouse.

_Independently observed._

## Platform & deployment

- **Platforms:** Web

## Integrations (2)

_Independently observed._

- Slack
- Git

## Capabilities

_The capabilities that matter for Data Observability. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Capabilities** | |
| Freshness monitoring | - |
| Volume monitoring | - |
| Schema change detection | - |
| Data quality rules | ✓ |
| ML anomaly detection | ✓ |
| Lineage impact analysis | - |
| Root cause analysis | ✓ |
| Incident management workflow | ✓ |
| Dbt native | - |
| Streaming support | - |
| Deployment model | Self hosted |
| Open source | - |
| Pricing model | - |

## Facts

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

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 2 | [link](https://www.soda.io/) | 2026-08-21 | 60% (medium) |

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