Appen Features
Data Governance (4)
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User Access Management
Allows administrators to assign role-based user access for specific data sets
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Dynamic Data Masking
Hides and masks sensitive data automatically based on user permissions
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Data Lineage
Provides historical insights into original data sources and transformations made to data sets
Workflow Management
Create, design and manage workflows for repetitive tasks
Data Preparation (4)
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Search
Offers simple search capabilities to discover specific data sets
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Data Quality and Cleansing
Allows users and administrators to easily clean data to maintain quality and integrity
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Data Transformation
Converts data formats of source data into the format required for the reporting system without mistakes
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Data Modeling
Tools to (re)structure data in a manner that allows extracting insights quickly and accurately
Collaboration (7)
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Commenting
Allows users to comment on data sets to help future users better interact and interpret the data
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Profiling and Classification
Permits profiling of data sets for increased organization, both by users and machine learning
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Business and Data Glossary
Creates a business glossary for faster understanding by the average business user
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Metadata Management
Indexes metadata descriptions for easier searching and enhanced insights
Master Data Management
Verify, organize, manage & store enterprise data assets in a centralized repository
Data Storage Management
Manage and store data in a database
Data Management
Ability to handle large datasets
Artificial Intelligence (3)
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Machine Learning Recommendations
Automates recommendations for users based on machine learning functionality
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Natural Language Query
Offers natural language querying functionality for non-technical users
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Automatic Data Cleansing
Cleans data to improve quality via automation
Quality (4)
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Labeler Quality
Gives user a metric to determine the quality of data labelers, based on consistency scores, domain knowledge, dynamic ground truth, and more.
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Task Quality
Ensures that labeling tasks are accurate through consensus, review, anomaly detection, and more.
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Data Quality
Ensures the data is of a high quality as compared to benchmark.
Human-in-the-Loop
Gives user the ability to review and edit labels.
Automation (2)
Machine Learning Pre-Labeling
Uses models to predict the correct label for a given input (image, video, audio, text, etc.).
Automatic Routing of Labeling
Automatically route input to the optimal labeler or labeling service based on predicted speed and cost.
Image Annotation (4)
Image Segmentation
Has the ability to place imaginary boxes or polygons around objects or pixels in an image.
Object Detection
has the ability to detect objects within images.
Object Tracking
Track unique object IDs across multiple video frames
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Data Types
Supports a range of different types of images (satelite, thermal cameras, etc.)
Natural Language Annotation (3)
Named Entity Recognition
Gives user the ability to extract entities from text (such as locations and names).
Sentiment Detection
Gives user the ability to tag text based on its sentiment.
OCR
Gives user the ability to label and verify text data in an image.
Speech Annotation (2)
Transcription
Allows the user to transcribe audio.
Emotion Recognition
Gives user the ability to label emotions in recorded audio.
Generative AI (3)
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.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Agentic AI - Machine Learning Data Catalog (6)
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
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Additional Functionality (27)
Metadata Extraction
Retrieval of embedded metadata that is present within a file
Automatic Backup
Data is backed up automatically to prevent data loss
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Activity Tracking
Track and document all activities across devices, networks, and other systems
Authentication
Verify the identity of users/devices to enable secure access
Data Security
Protect sensitive data for digital privacy
Data Mapping
Track the management and flow of data throughout the organization
Archiving & Retention
Moving and separately storing data that is not actively used or continuous storage of data for compliance purposes
Data Discovery
Discover and connect variety of data sources to the application for analysis
Data Catalog
An organized inventory of all data assets
Multiple Data Sources
Allows users to manage data from a number of sources
Categorization/Grouping
Organize and group data or items based on various criteria
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Tagging
Attach digital tags to documents and assets for identification, search, or monitoring purposes
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Role-Based Permissions
Set & manage permission levels based on user roles and restrict access to only authorized individuals
Single Sign On
Allow users to access multiple services after entering their login credentials once
Data Governance
Collection of processes, policies, and standards to manage the storage & usability of enterprise data
Content Library
Centralized repository to store content and assets
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
Data Import/Export
Import and export data to and from software applications
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Data Visualization
Graphical representation of data
API
Application programming interface that allows for integration with other systems/databases
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