Best report automation tools in 2025

Metaflow

Build and manage machine learning projects effortlessly.

Fuzzy match

Intelligent matching for messy textual data.

clickworker

Crowdsourced data generation for AI training and development.

Neum AI

Framework for efficient and scalable data pipelines.

SciPy

Library for scientific computing with algorithms in Python.

Op

Integrates spreadsheets and code for quick data analysis.

LakeSail

Open-source big data processing framework for seamless analytics.

Unbody

Backend stack for AI-driven knowledge applications.

Apache Spark ML

Scalable library for efficient machine learning and data processing.

Toloka

Gain expert data for AI model training and evaluation.

Lamini

Builds high-accuracy mini-agents for enterprise automation.

Amazon SageMaker Ground Truth

Generates high-quality labels for machine learning datasets.

DeepDetect

User-friendly interface for training deep learning models.

Skrapy

Automated data extraction for informed decision-making.

Helicon

Streamlined management for AI model deployment and monitoring.