DQLabs Features
Data Governance (4)
User Access Management
Allows administrators to assign role-based user access for specific data sets
Dynamic Data Masking
Hides and masks sensitive data automatically based on user permissions
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)
Search
Offers simple search capabilities to discover specific data sets
Data Quality and Cleansing
Allows users and administrators to easily clean data to maintain quality and integrity
Data Transformation
Converts data formats of source data into the format required for the reporting system without mistakes
Data Modeling
Tools to (re)structure data in a manner that allows extracting insights quickly and accurately
Collaboration (7)
Commenting
Allows users to comment on data sets to help future users better interact and interpret the data
Profiling and Classification
Permits profiling of data sets for increased organization, both by users and machine learning
Business and Data Glossary
Creates a business glossary for faster understanding by the average business user
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)
Machine Learning Recommendations
Automates recommendations for users based on machine learning functionality
Natural Language Query
Offers natural language querying functionality for non-technical users
Automatic Data Cleansing
Cleans data to improve quality via automation
Functionality (10)
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Identification
Correctly identify inaccurate, incomplete, or duplicated data from a data source.
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Correction
Utilize deletion, modification, appending, merging, or other methods to correct bad data.
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Normalization
Standardize data formatting for uniformity and easier data usage.
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Preventative Cleaning
Clean data as it enters the data source to prevent mixing bad data with cleaned data.
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Data Matching
Finds duplicates using the fuzzy logic technology or an advance search feature.
Real-Time Data
Receive data and information in real time
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Real-time Analytics
Generate real-time depth analytics utilizing event metrics, logging and metadata.
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Data quality monitoring
Use custom or pre-built tests for buisness rules. to ensure data quality.
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Automation
Involves automation capabilities to identify and track issues, failed operations by looking at historical trends.
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End to End visiblity
Complete visibility of the data pipeline, and immediately notifies the data team if any issues. Ensures cross stack visbility.
Management (20)
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Reporting
Provide follow-up information after data cleanings through a visual dashboard or reports.
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Automation
Automatically run data identification, correction, and normalization on data sources.
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Quality Audits
Schedule automated audits to identify data anomalies over time based on set business rules.
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Dashboard
Gives a view of the entire data quality management ecosystem.
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Governance
Allows user role-based access and actions to authorization for specific tasks.
Hierarchy Management
Captures and manages data hierarchy and definitions.
Reference Data Management
Helps integrate external and internal reference data such as industry codes, entity identifiers, country codes etc used to categorize information across systems.
Data Lineage
Helps understand the origination and route of data along with the transformations happening across various domains.
Metadata Management
Provides context and information for data assets stored across domains and ensures adherence to established policies and processes.
Real-Time Data
Receive data and information in real time
Workflow Management
Create, design and manage workflows for repetitive tasks
Process Management
Catalog Management
Create and manage digital catalog of products/services with their details, specifications, and price
Compliance Management
Track and manage adherence to policies for any service, product, process, or supplier
Multi-Channel Management
Manage inventory, communication, marketing, orders & more across warehouses, stores and online channels
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Anomaly identification
Identify the different type of anomalies and receive alerts.
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Single pane view
The data observability environment can be viewed from a single dashboard.
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Real-time alerts
Provides immediate alerts for any anomalies or expected events.
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Data lineage
Establishes lineage for the data pipeline - from data warehouse to the data user.
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Integrations
Support integrations with various business applications which support different data processes. Also, integrate with apps to provide alerts.
Functionality (5)
Multi-Domain
Centralizes the management of multiple domains of master data which includes product, customer, vendor, asset, location and pricing.
Match & Merge
Matches master data records and merges them into a single accurate record across source systems.
Relationship Mapping
Shows relationships between records and entries, defined in a repository model.
User Interface
Provides a simple customizable design environment to develop custom UIs using simple drag and drop actions.
Data Mapping
Track the management and flow of data throughout the organization
Security (2)
Data Governance
Encompasses of policies, principles and qualities to promote access to accurate and certified master data.
Data Masking
Helps mask or hide critical information to prevent unauthorized access.
Generative AI (7)
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.
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AI Text Generation
Allows users to generate text based on a text prompt.
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AI Text Generation
Allows users to generate text based on a text prompt.
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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
Agentic AI - Data Observability (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
Natural Language Interaction
Engages in human-like conversation for task delegation
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Additional Functionality (90)
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
Metadata Management
Indexes metadata descriptions for easier searching and enhanced insights
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Workflow Management
Create, design and manage workflows for repetitive tasks
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
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
Customizable Rules
Rules followed by the software/AI can be configured by users to suit their specific needs
Master Data Management
Verify, organize, manage & store enterprise data assets in a centralized repository
Monitoring
Observe and track the demand, usage, progress or quality of a system, product, or user
Data Transformation
Translate EDI formats into data suitable for use with company applications.
Multiple Data Sources
Allows users to manage data from a number of sources
Self Service Portal
Online portal through which end users can access the system, manage tasks, or obtain information
Customer Database
A collection of customer information such as contact details, demographics, previous interactions, etc.
Data Verification
Process of checking different types of data for accuracy to avoid errors or inconsistencies
Data Migration
Move from one database to another, or upgrade the version of database software being used
Multi-Language
Manage and support multiple languages
Single Sign On
Allow users to access multiple services after entering their login credentials once
Duplicate Detection
Compare new data with existing records to detect duplicate entries
Email Address Extraction
Extract email addresses from multiple data sources
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Data Profiling
Examines, analyzes, and organizes data to create relevant summaries or graphs.
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Data Mapping
Track the management and flow of data throughout the organization
Address Validation
Verifies and confirms the accuracy of an address
Match & Merge
Looking at data from different sources and finding possible duplicates, or identical matches
Performance Metrics
A set of indicators that tracks the performance of networks, applications, systems, teams, etc.
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
Version Control
Track revisions and updates made to files and navigate between different versions
API
Application programming interface that allows for integration with other systems/databases
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Compliance Management
Track and manage adherence to policies for any service, product, process, or supplier
Data Discovery
Discover and connect variety of data sources to the application for analysis
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Multiple Data Sources
Allows users to manage data from a number of sources
Data Migration
Move from one database to another, or upgrade the version of database software being used
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Monitoring
Observe and track the demand, usage, progress or quality of a system, product, or user
Data Quality Control
Establish guidelines about how much and what kind of data can be stored in the repository
Data Profiling
Examines, analyzes, and organizes data to create relevant summaries or graphs.
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Performance Metrics
A set of indicators that tracks the performance of networks, applications, systems, teams, etc.
Role-Based Permissions
Set & manage permission levels based on user roles and restrict access to only authorized individuals
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Data Connectors
Connect to big data sources
Audit Trail
A record of all activities within the system, including user access, changes made, etc.
Data Verification
Process of checking different types of data for accuracy to avoid errors or inconsistencies
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Deduplication
Data compression technique for eliminating duplicate copies of repeating data
Visualization
Graphical representation of data or processes
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Data Import/Export
Import and export data to and from software applications
API
Application programming interface that allows for integration with other systems/databases
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Activity Tracking
Track and document all activities across devices, networks, and other systems
Data Visualization
Graphical representation of data
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Version Control
Track revisions and updates made to files and navigate between different versions
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