Help Desk

Kiosk

Web and Video Conferencing

Customer Support

AI Code Generation

Development

Board Management

Business Intelligence (BI)

Collaboration

Corporate Social Responsibility (CSR)

Demand Planning

Environmental Health and Safety (EHS)

Internal Communications

Risk Management

Enterprise

Accounting

Anti-Money Laundering (AML)

Nonprofit Accounting

Subscription Management

Finance and Accounting

360 Degree Feedback Software

Applicant Tracking

Corporate Learning Management

Freelance Management

HR Management

Payroll

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

Application Delivery Controllers (ADC)

Build Automation

Cloud Storage

Disaster Recovery

Email Verification

Fraud Detection

IP Address Management (IPAM)

IT Service Providers

Integration Platform as a Service (iPaaS)

Network Monitoring

Network Performance Monitoring

Object Storage

Output Management

Privileged Access Management

Rack Servers

Release Management

Server Management

Tape Storage

Workload Automation

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

Contact Center

Contact Management

Content Management

Email Marketing

Marketing Automation

Product Sampling

Search Engine Marketing (SEM)

Social Media Management

Survey & Forms Building

Web Analytics

Marketing

Project Management

Video Conferencing

Professional Services

Auction Software

Customer Relationship Management (CRM)

Revenue Operations

Sales Incentive Compensation Management

Trade Promotion Management

Sales

Database Security

GDPR Compliance

Security Orchestration, Automation and Response (SOAR)

Security

ID Card

Interior Design

Legal Case Management

Mobility as a Service

Nonprofit Advocacy

Nonprofit Fundraising

Vertical-Specific

medium

large

The Snowflake Cloud Data Platform is the eponymous data warehouse with, from the company in San Mateo, a cloud and SQL based DW that aims to allow users to unify, integrate, analyze, and share previously siloed data in secure, governed, and compliant ways. With it, users can securely access the Data Cloud to share live data with customers and business partners, and connect with other organizations doing business as data consumers, data providers, and data service providers.

Snowflake

Cloud Data Warehouse

Snowflake Computing

Microsoft's Azure Data Factory is a service built for all data integration needs and skill levels. It is designed to allow the user to easily construct ETL and ELT processes code-free within the intuitive visual environment, or write one's own code. Visually integrate data sources using more than 80 natively built and maintenance-free connectors at no added cost. Focus on data—the serverless integration service does the rest.

Azure Data Factory

Data Integration

Data Source Connection

Data Transformations

Data Modeling

Data Governance

Connect to traditional data sources

Connecto to Big Data and NoSQL

Simple transformations

Complex transformations

Data model creation

Metadata management

Business rules and workflow

Testing and debugging

Integration with data quality tools

Integration with MDM tools

Microsoft

Top Rated 2023

SAP Data Intelligence is presented by the vendor as a single solution to innovate with data. It provides data-driven innovation in the cloud, on premise, and through BYOL deployments. It is described by the vendor as the new evolution of the company's data orchestration and management solution running on Kubernetes, released by SAP in 2017 to deal with big data and complex data orchestration working across distributed landscapes and processing engine.

SAP Data Intelligence

Data Fabric

The elastic.io Integration Platform is a hybrid integration system that users can deploy on-premise or in the cloud. It is highly scalable, with over 100 prebuilt application connectors for out-of-the-box use and a flexible data structure.

Lean

Professional

Dedicated

elastic.io Integration Platform

Cloud Data Integration

Pre-built connectors

Connector modification

Support for real-time and batch integration

Data security features

Monitoring console

ELASTIC.IO GMBH

Azure Databricks is a service available on Microsoft's Azure platform and suite of products. It provides the latest versions of Apache Spark so users can integrate with open source libraries, or spin up clusters and build in a fully managed Apache Spark environment with the global scale and availability of Azure. Clusters are set up, configured, and fine-tuned to ensure reliability and performance without the need for monitoring. The solution includes autoscaling and auto-termination to improve total cost of ownership (TCO).

Azure Databricks

Data Science

Platform Connectivity

Data Exploration

Data Preparation

Platform Data Modeling

Model Deployment

Connect to Multiple Data Sources

Extend Existing Data Sources

Automatic Data Format Detection

Visualization

Interactive Data Analysis

Interactive Data Cleaning and Enrichment

Data Encryption

Built-in Processors

Multiple Model Development Languages and Tools

Automated Machine Learning

Single platform for multiple model development

Self-Service Model Delivery

Flexible Model Publishing Options

Security, Governance, and Cost Controls

Domo is a full self-service business intelligence software that combines several data analysis and reporting tools into one platform. It helps users connect to multiple data sources, create robust visual reports, manage their data, send messages in real-time, manage projects, and develop new apps.

Domo

BI Standard Reporting

Ad-hoc Reporting

Report Output and Scheduling

Data Discovery and Visualization

Access Control and Security

Mobile Capabilities

Application Program Interfaces (APIs) / Embedding

Pixel Perfect reports

Customizable dashboards

Report Formatting Templates

Drill-down analysis

Formatting capabilities

Integration with R or other statistical packages

Report sharing and collaboration

Publish to Web

Publish to PDF

Report Versioning

Report Delivery Scheduling

Pre-built visualization formats (heatmaps, scatter plots etc.)

Location Analytics / Geographic Visualization

Predictive Analytics

Multi-User Support (named login)

Role-Based Security Model

Multiple Access Permission Levels (Create, Read, Delete)

Report-Level Access Control

Responsive Design for Web Access

Mobile Application

Dashboard / Report / Visualization Interactivity on Mobile

Single Sign-On (SSO)

REST API

Javascript API

iFrames

Java API

Themeable User Interface (UI)

Customizable Platform (Open Source)

Administration via Web Interface

Live Connection to External Data

Snapshot of External Data

In-memory data model

Multi-Data Source Reporting (Blending)

Data warehouse / dictionary layer

ETL Capability

ETL Scheduler

MS Excel Workbooks

Text Files (CSV, etc)

Oracle

MS SQL Server

IBM DB2

Postgres

MySQL

ODBC

Cloudera Hadoop

AWS Data Exchange is an integration for data service, from which subscribers can easily browse the AWS Data Exchange catalog to find relevant and up-to-date commercial data products covering a wide range of industries, including financial services, healthcare, life sciences, geospatial, consumer, media & entertainment, and more.