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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Amazon SageMaker Data Wrangler significantly shortens the data aggregation and preparation timeline for machine learning tasks from several weeks to just minutes. This tool streamlines data preparation and feature engineering, allowing you to execute every phase of the data preparation process—such as data selection, cleansing, exploration, visualization, and large-scale processing—through a unified visual interface. You can effortlessly select data from diverse sources using SQL, enabling rapid imports. Following this, the Data Quality and Insights report serves to automatically assess data integrity and identify issues like duplicate entries and target leakage. With over 300 pre-built data transformations available, SageMaker Data Wrangler allows for quick data modification without the need for coding. After finalizing your data preparation, you can scale the workflow to encompass your complete datasets, facilitating model training, tuning, and deployment in a seamless manner. This comprehensive approach not only enhances efficiency but also empowers users to focus on deriving insights from their data rather than getting bogged down in the preparation phase.

Description

Prophecy is an agentic data preparation and analysis platform that leverages AI agents to automate the process of turning raw data into business-ready insights. Rather than manually building workflows, users describe their objectives in plain language, and the platform automatically generates visual data pipelines and analytical outputs. The solution is designed to bridge the gap between business users and technical data teams by enabling self-service data preparation without requiring coding skills. Prophecy integrates natively with leading cloud data platforms, including Databricks, Snowflake, and BigQuery, allowing organizations to execute workflows within their existing data infrastructure. Its AI agents generate production-ready data pipelines, perform data transformations, create visual analyses, and surface insights while keeping every step visible for review and validation. Users can inspect joins, filters, segmentations, and other transformations through an intuitive visual interface before deploying workflows into production. The platform emphasizes trust and governance by combining AI automation with human oversight and validation. Enterprise features such as security controls, monitoring, scheduling, compliance, and auditability support large-scale deployments. By automating repetitive data tasks and enabling faster access to insights, Prophecy helps organizations improve efficiency, reduce operational complexity, and accelerate data-driven decision-making.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Amazon EMR Yes 
Amazon Web Services (AWS) Yes 
Apache Spark Yes 
Databricks Yes 
Snowflake Yes 
Amazon SageMaker Feature Store Yes 
Amazon SageMaker Studio Yes 
Amazon SageMaker Unified Studio Yes 
Apache Airflow No 
Apache Parquet Yes 
Claude Code No 
Git No 
Google Analytics Yes 
Google Cloud BigQuery No 
Google Cloud Platform No 
JSON Yes 
Meta Ads Yes 
Microsoft Azure No 
Salesforce Yes 
pandas Yes 

Integrations

Amazon EMR Yes 
Amazon Web Services (AWS) Yes 
Apache Spark Yes 
Databricks Yes 
Snowflake Yes 
Amazon SageMaker Feature Store No 
Amazon SageMaker Studio No 
Amazon SageMaker Unified Studio No 
Apache Airflow Yes 
Apache Parquet No 
Claude Code Yes 
Git Yes 
Google Analytics No 
Google Cloud BigQuery Yes 
Google Cloud Platform Yes 
JSON No 
Meta Ads No 
Microsoft Azure Yes 
Salesforce No 
pandas No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$150/user/month
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

aws.amazon.com/sagemaker/data-wrangler/

Vendor Details

Company Name

Prophecy.ai

Founded

2017

Country

United States

Website

www.prophecy.ai/

Product Features

Data Preparation

Collaboration Tools No 
Data Access No 
Data Blending No 
Data Cleansing No 
Data Governance No 
Data Mashup No 
Data Modeling No 
Data Transformation No 
Machine Learning No 
Visual User Interface No 

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Product Features

Data Analysis

Data Discovery No 
Data Visualization No 
High Volume Processing No 
Predictive Analytics No 
Regression Analysis No 
Sentiment Analysis No 
Statistical Modeling No 
Text Analytics No 

Data Preparation

Collaboration Tools No 
Data Access No 
Data Blending No 
Data Cleansing No 
Data Governance No 
Data Mashup No 
Data Modeling No 
Data Transformation No 
Machine Learning No 
Visual User Interface No 

ETL

Data Analysis No 
Data Filtering No 
Data Quality Control No 
Job Scheduling No 
Match & Merge No 
Metadata Management No 
Non-Relational Transformations No 
Version Control No 

Alternatives

Alternatives

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