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ease
features
design
support

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Description

Streamlining quality assurance for machine learning, Snitch cuts through the clutter to highlight the most valuable insights for enhancing your models. It allows you to monitor performance metrics that extend beyond mere accuracy through comprehensive dashboards and analytical tools. You can pinpoint issues within your data pipeline and recognize distribution changes before they impact your predictions. Once deployed, maintain your model in production while gaining insight into its performance and data throughout its lifecycle. Enjoy flexibility with your data security, whether in the cloud, on-premises, private cloud, or hybrid environments, while choosing your preferred installation method for Snitch. Seamlessly integrate Snitch into your existing MLops framework and continue using your favorite tools! Our installation process is designed for quick setup, ensuring that learning and operating the product are straightforward and efficient. Remember, accuracy alone can be deceptive; therefore, it’s crucial to assess your models for robustness and feature significance before launch. Obtain actionable insights that will help refine your models, and make comparisons with historical metrics and your models' established baselines to drive continuous improvement. This comprehensive approach not only bolsters performance but also fosters a deeper understanding of your machine learning processes.

Description

The Unity Catalog from Databricks stands out as the sole comprehensive and open governance framework tailored for data and artificial intelligence, integrated within the Databricks Data Intelligence Platform. This innovative solution enables organizations to effortlessly manage structured and unstructured data in various formats, in addition to machine learning models, notebooks, dashboards, and files on any cloud or platform. Data scientists, analysts, and engineers can securely navigate, access, and collaborate on reliable data and AI resources across diverse environments, harnessing AI capabilities to enhance efficiency and realize the full potential of the lakehouse architecture. By adopting this cohesive and open governance strategy, organizations can foster interoperability and expedite their data and AI projects, all while making regulatory compliance easier to achieve. Furthermore, users can quickly identify and categorize both structured and unstructured data, including machine learning models, notebooks, dashboards, and files, across all cloud platforms, ensuring a streamlined governance experience. This comprehensive approach not only simplifies data management but also encourages a collaborative culture among teams.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Google Cloud Platform
AWS Glue
Amazon Redshift
Apache Kafka
Apache Spark
Azure Synapse Analytics
Daft
Docker
DuckDB
Google Cloud BigQuery
Hackolade
LanceDB
Microsoft Azure
Microsoft Fabric
PostgreSQL
PuppyGraph
Salesforce
Snowflake
TensorFlow
Trino

Integrations

Google Cloud Platform
AWS Glue
Amazon Redshift
Apache Kafka
Apache Spark
Azure Synapse Analytics
Daft
Docker
DuckDB
Google Cloud BigQuery
Hackolade
LanceDB
Microsoft Azure
Microsoft Fabric
PostgreSQL
PuppyGraph
Salesforce
Snowflake
TensorFlow
Trino

Pricing Details

$1,995 per year
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Snitch AI

Country

Canada

Website

snit.ch/

Vendor Details

Company Name

Databricks

Founded

2013

Country

United States

Website

www.databricks.com/product/unity-catalog

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Product Features

Data Governance

Access Control
Data Discovery
Data Mapping
Data Profiling
Deletion Management
Email Management
Policy Management
Process Management
Roles Management
Storage Management

Alternatives