Databricks — AI Stack Rating 2026
Databricks has a Nerq AI Rating of B (48/100), based on analysis of 2 identified AI tools. No critical issues detected. Industry: data. Last analyzed June 2026.
48
AI Score
2
AI Tools
0
Critical
1
Warnings
0
Dependencies
AI Stack Overview
| Tool | Trust Score | Grade | Category |
|---|---|---|---|
| openai | 82 | A | coding |
| mosaic-ai | 50 | D |
Risk Factors
| Severity | Description |
|---|---|
| INFO | Preliminary rating — only 2 AI tool(s) detected from 30 public repos. Rating may not reflect complete internal AI stack. |
Predictions
| Components at risk (6 months) | 1 |
| Predicted incidents (12 months) | 0.7 |
| Weakest link | mosaic-ai (trust: 50) |
Industry Comparison
| Entity | Rating | Score | Tools |
|---|---|---|---|
| Snowflake | BB | 56 | 6 |
Methodology
Based on analysis of public GitHub repositories, published dependencies, and public documentation. Ratings reflect publicly observable AI stack health and may not represent the complete internal technology stack.
Frequently Asked Questions
What AI tools does Databricks use?
Based on public repository analysis, Databricks uses 2 AI tools including openai, mosaic-ai.
Is Databricks's AI safe?
Databricks has a Nerq AI Rating of B (48/100). No critical issues detected.
What is Databricks's AI risk level?
AI risk rating: B. Elevated risk.
How does Databricks compare to competitors?
View industry comparison at nerq.ai/industry/data.
Does Databricks have AI vulnerabilities?
0 critical issues and 1 health warnings detected across 2 AI tools.
curl nerq.ai/v1/entity/saas/databricks