Prefect Features
Database (3)
Real-Time Data Collection
Collects, stores, and organizes massive, unstructured data in real time
Data Distribution
Facilitates the disseminating of collected big data throughout parallel computing clusters
Data Lake
Creates a repository to collect and store raw data from sensors, devices, machines, files, etc.
Integrations (2)
Hadoop Integration
Aligns processing and distribution workflows on top of Apache Hadoop
Spark Integration
Aligns processing and distribution workflows on top of Apache Hadoop
Platform (3)
Machine Scaling
Facilitates solution to run on and scale to a large number of machines and systems
Data Preparation
Curates collected data for big data analytics solutions to analyze, manipulate, and model
Spark Integration
Aligns processing and distribution workflows on top of Apache Hadoop
Processing (2)
Cloud Processing
Moves big data collection and processing to the cloud
Workload Processing
Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems
Automation (3)
Workload Processing
Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems
Scalability
Expands functionality while maintaining balanced loads. Serves growing demand without reducing functionality.
Intelligent Automation
Provides additional AI analytics to drive insights.
Administration (6)
Administration Console
Provides Administration tools/console that are easy to use and learn for routine maintenance tasks
Workflow Management
Creates new or streamlines existing workflows to better handle IT support tickets and service.
IT Issue Identification
Utilizes data to proactively identify and prioritize IT issues.
Proactive Workflow
Supports trust actions( recommend, manual or automated) to take a decision.
Error Alerts
Software is able to alert the user immediately in case of a fault in the processing line.
Service Management
Provides operational access to job scheduling on a 24/7 basis. This gives IT users a flexible point of access to control workloads.
Functionality (9)
Job Scheduling
Automates IT related to the running of batch Jobs.
API / Integrations
Application Programming Interface Specification for how the application communicates with other software. APIs typically enable integration of data, logic, objects, etc. with other software applications.
Integrations
Provides true integration with multi vendor tools to ensure business continuity.
Batch Scheduling
Schedule and run batch processes.
Batch Management
Add, modify, and remove batch processes.
Compatibility
Manage batches for multiple languages and operating systems.
Reporting
Generate reports regarding batch process results.
Scalability
Grow or shrink batch management capabilities according to need.
Process Automation
Automate batch scheduling, runs, and additions.
Data Management (4)
Data Integration
Integrates data and data-related technologies into a single environment.
Metadata
Provides metadata management capabilities.
Self-service
Empowers the user via a self-service capability to manage data workflows.
Automated workflows
Completely automates end-to-end data workflows across the data integration lifecycle.
Analytics (2)
Analytics capabilities
Provides a high performance, flexibile analytics platform to support data management and embrace data driven decision making.
Dasboard visualizations
Collect and displays metrics across the data integration via a dashboard.
Monitoring and Management (2)
Data Observability
Involved solely in monitoring data pipelines, sending alerts and troubleshooting data.
Testing capabilities
Deploys testing capabilities such as report testing, big data testing, cloud data migration testing, ETL and data warehouse testing.
Cloud Deployment (2)
Hybrid cloud support
Supports analytical platforms and data pipelines across complex hybrid environments.
Cloud migration capabilities
Supports migration of component or pipeline to different cloud environments.
Generative AI (2)
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
Agentic AI - DataOps Platforms (5)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Decision Making
Makes informed choices based on available data and objectives
Agentic AI - Workload Automation (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Decision Making
Makes informed choices based on available data and objectives




