# Datafold

> An AI-powered platform that automates data migration, modernization, and validation for data engineering teams

- **Canonical URI:** https://www.vioscale.ai/software/datafold
- **Category:** Data Observability
- **Homepage:** https://www.datafold.com/
- **Also known as:** datafold
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-18T21:46:22.012Z

## Vioscale score

**49 / 100**, confidence 29% (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 | 0 | 0.04877777777777778 | 0 | - |
| integrations | 26 | 0.04066666666666666 | 1.1 | ✓ |
| security_posture | 55 | 0.073 | 4 | ✓ |
| pricing_transparency | 55 | 0.084 | 4.6 | ✓ |

## Pricing

_As of 2026-08-18, [verify at source](https://www.datafold.com/). Independently observed._

Quote-based

> Transparent pricing based on number of objects and contracted timeline/quality guarantees

## About

A data engineering automation platform that uses specialized AI agents to handle migrations, code optimization, and quality validation. It provides data comparison and monitoring tools that integrate directly into existing development workflows, with support for deployment in secure cloud environments.

_Independently observed._

## Platform & deployment

- **Platforms:** CLI
- **Deployment:** Cloud / SaaS, Air-gapped, Self-hosted

## Integrations (7)

_Independently observed._

- Snowflake
- Redshift
- Databricks
- Dataiku
- AWS
- GCP
- Azure

## Facts

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

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.soc2 | yes | [link](https://www.datafold.com/) | 2026-08-18 | 60% (medium) |
| security.gdpr | yes | [link](https://www.datafold.com/privacy-policy/) | 2026-08-18 | 75% (high) |
| security.hipaa | yes | [link](https://www.datafold.com/) | 2026-08-18 | 60% (medium) |

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 7 | [link](https://www.datafold.com/) | 2026-08-18 | 60% (medium) |

### market

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| market.availability | `{"hqCountry":"US","primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | [link](https://www.datafold.com/) | 2026-08-18 | 75% (high) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | quote | [link](https://www.datafold.com/) | 2026-08-18 | 60% (medium) |
| pricing.price_level | unknown | [link](https://www.datafold.com/) | 2026-08-18 | 60% (medium) |
| pricing.transparent | yes | [link](https://www.datafold.com/) | 2026-08-18 | 60% (medium) |

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