AI Tools that integrate with Amazon S3

ZenML

6.7 /10

Build reproducible ML pipelines and track experiments seamlessly

Apache Airflow

7.3 /10

Orchestrate and monitor data workflows with Apache Airflow

Dataiku DSS

6.9 /10

Build and deploy collaborative data projects with visual pipelines and automation

Dagster

6.9 /10

Orchestrate data pipelines with confidence.

LakeFS

6.8 /10

Implement Git-like version control for your data lake

Metaflow

6.9 /10

Build and run reproducible ML workflows at scale

Kaskada

6.4 /10

Streamline feature engineering for real-time ML pipelines

Amazon SageMaker Ground Truth

6.9 /10

Create accurate labeled datasets combining human and automated annotation

CVAT

7.1 /10

Annotate images and videos to create machine learning datasets

Kolena

6.4 /10

Detect and analyze model errors with scalable, collaborative test monitoring

Starburst

6.8 /10

Query data instantly across multiple sources with a unified SQL engine

Apache Airflow with Astronomer

7.2 /10

Orchestrate and monitor complex data pipelines with Apache Airflow on Astronomer

Amazon Fraud Detector

6.9 /10

Detect and prevent online fraud using transaction data and ML models

Amazon Translate

7.0 /10

Translate text between languages with high-quality neural machine translation

Amazon Transcribe

7.3 /10

Convert speech audio into accurate, searchable text transcripts

AWS Rekognition

7.4 /10

Detect and analyze objects, faces, and text in images and videos

Luigi

6.8 /10

Build reliable batch data pipelines with clear dependencies.

Databricks

6.7 /10

Analyze audience behavior and content performance at scale with unified data and ML

Amazon Rekognition (Video)

6.9 /10

Analyze and detect activities, objects, and faces in videos at scale

Datameer

6.6 /10

Automate ETL workflows with a visual, code-free data pipeline builder

SageMaker Autopilot

6.8 /10

Automate building, training, and tuning ML models for tabular data

Amazon Forecast

6.9 /10

Generate accurate time series forecasts from historical data and related variables