# Datafold: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 2 of 14 models. Page: https://it-ai-index.com/vendors/datafold/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data quality and observability | 0% | 32 | 0% | 3 |

## What the models said for it

- "Data diffing, testing, and observability; CI/CD integration for PRs." (Grok 4.1 Fast, Data observability)

## In its own words

What Datafold's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The data engineering automation platform. AI-powered migrations delivered in weeks with guaranteed outcomes, plus data quality tools for CI/CD testing, monitoring, and AI agent integrations via MCP. (https://datafold.com/)
- For: data teams (https://datafold.com/)
- Price stated: Transparent pricing based on # of objects, timeline and quality contractually ensured. (https://datafold.com/)
- Certifications: SOC 2, HIPAA, GDPR
- Hosting: AWS, GCP, Azure
- Customers named: CHG Healthcare, Faire, Eventbrite, Rocket Money, AstraZeneca, Evri, Typeform, Moody's

## What it publishes

Every page datafold.com exposes, read 2026-10-05: 573 addresses. By kind, pages and the last 90 days:

- blog: 179 pages, 0 in the last 90 days, latest 2026-05-08
- case study: 24 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 22 pages, 0 in the last 90 days, latest 2023-05-11
- report or ebook: 1 pages, 0 in the last 90 days, latest 2023-09-22
- comparison: 16 pages, 0 in the last 90 days, latest 2025-06-27
- template or tool: 2 pages, 0 in the last 90 days, latest 2025-01-07
- glossary or explainer: 12 pages, 0 in the last 90 days, latest 2025-02-18
- podcast or video: 4 pages, 0 in the last 90 days, latest 2024-04-01
- news or press: 2 pages, 0 in the last 90 days, latest undated
- Recent: 2026-05-08 blog: 9 ways to screw up data migration https://www.datafold.com/blog/9-ways-to-screw-up-data-migration
- Recent: 2026-04-13 blog: Datafold joins databricks delivery provider program https://www.datafold.com/blog/datafold-joins-databricks-delivery-provider-program
- Recent: 2026-04-03 blog: The modern data stack open source edition https://www.datafold.com/blog/the-modern-data-stack-open-source-edition
- Recent: 2026-03-19 blog: Informatica to databricks migration guide https://www.datafold.com/resources/informatica-to-databricks-migration-guide
- Recent: 2026-03-19 blog: Informatica to snowflake migration guide https://www.datafold.com/resources/informatica-to-snowflake-migration-guide
- Recent: 2026-03-19 blog: Ssis to snowflake migration guide https://www.datafold.com/resources/ssis-to-snowflake-migration-guide

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.