# Microsoft Fabric

Microsoft Fabric is Microsoft's analytics platform, and its machine learning workloads include Spark notebooks, MLflow experiment tracking, a model registry and AutoML. Batch scoring writes predictions to Delta tables. Real-time inference and heavy GPU training are not its strengths, and Microsoft's architecture guide says it is not a replacement for a dedicated ML platform.

Page: https://slateindex.ai/brand/microsoft-fabric · data of 2026-11-03

## Facts

- Company type: Division of Microsoft
- Best for: Teams that run analytics on Microsoft Fabric and want machine learning integrated with it
- Compliance: ISO/IEC 27001, ISO/IEC 27017, ISO/IEC 27018, ISO/IEC 27701, SOC 1 Type II, SOC 2 Type II, SOC 3, HIPAA BAA

## Products

- Fabric data science: Spark notebooks, MLflow experiment tracking, a model registry and AutoML, with batch scoring that writes predictions to Delta tables.
- Cross-workspace MLflow logging: Lets teams train in dev, validate in test and deploy to production workspaces using standard MLflow APIs.

## Rankings

| Category | Rank | Visibility | Mentions |
|---|---|---|---|
| Data Warehouse | 7 of 39 | 18.9 | 28 |
| MLOps Platforms | 59 of 61 | 0.0 | 0 |

## By engine

| Engine | Visibility | Mention rate |
|---|---|---|
| chatgpt | 28.9 | 51.8% |
| google_ai_mode | 5.0 | 11.1% |
| perplexity | 23.0 | 40.7% |

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “Microsoft Fabric AI visibility profile”, https://slateindex.ai/brand/microsoft-fabric, data of 2026-11-03. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).