# NannyML

NannyML is an open-source Python library and a commercial cloud product for monitoring machine learning models after deployment. It estimates model performance without ground-truth labels, detects data drift, and links drift alerts to changes in performance. Soda acquired NannyML on 9 June 2025, and its technology is being integrated into Soda's data quality platform.

Page: https://slateindex.ai/brand/nannyml · data of 2026-11-02

## Facts

- Headquarters: Leuven, Belgium
- Employees: 11–50
- Company type: Division of Soda
- Latest funding: Pre-seed
- Deployment: SaaS, or deployed in the customer's own cloud via NannyML Cloud; self-managed via the open-source library
- Best for: Data science teams that need to monitor machine learning models after deployment

## Products

- NannyML Cloud: Hosted or self-deployed monitoring service built on the open-source library, with alerting, root cause analysis, and webhook-triggered retraining.
- NannyML Open Source: Open-source Python library for estimating model performance, detecting concept and data drift, and ranking data quality issues.

## Rankings

| Category | Rank | Visibility | Mentions |
|---|---|---|---|
| MLOps Platforms | 60 of 61 | 0.0 | 0 |

## By engine

| Engine | Visibility | Mention rate |
|---|---|---|
| chatgpt | 0.0 | 0.0% |
| google_ai_mode | 0.0 | 0.0% |
| perplexity | 0.0 | 0.0% |

## 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, “NannyML AI visibility profile”, https://slateindex.ai/brand/nannyml, data of 2026-11-02. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).