# AI and ML Capabilities

## Overview

Kloudfuse implements leading AI and ML technologies to provide robust analytical support in your observability practice. These algorithms are available as _advanced functions_ in PromQL queries — see [Algorithmic functions](https://docs.kloudfuse.com/platform/latest/query-languages/promql/algorithm/) for the operator syntax reference.

## Topics

- [DBSCAN](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/dbscan/)
- [Holt Winters](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/holt-winters/)
- [Linear Regression](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/linear-regression/)
- [Prophet](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/prophet/)
- [Rolling quantile](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/rolling-quantile/)
- [SARIMA](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/sarima/)
- [Seasonal Decompose](https://docs.kloudfuse.com/platform/latest/ai-ml/algorithms/seasonal-decompose/)