Validio Features
Data Governance (2)
User Access Management
Allows administrators to assign role-based user access for specific data sets
Data Lineage
Provides historical insights into original data sources and transformations made to data sets
Data Preparation (2)
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
Collaboration (4)
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
Artificial Intelligence (2)
Machine Learning Recommendations
Automates recommendations for users based on machine learning functionality
Automatic Data Cleansing
Cleans data to improve quality via automation
Administration (3)
Recommendations
Analyzes data to find and recommend the highest value customer segmentations.
Workflow Management
Tools to create and adjust workflows to ensure consistency.
Dashboards and Visualizations
Presents information and analytics in a digestible, intuitive, and visually appealing way.
Compliance (3)
Sensitive Data Compliance
Supports compliance with PII, GDPR, HIPPA, PCI, and other regulatory standards.
Policy Enforcement
Allows administrators to set policies for security and data governance
Compliance Monitoring
Monitors data quality and send alerts based on violations or misuse
Functionality (9)
Identification
Correctly identify inaccurate, incomplete, or duplicated data from a data source. 13 reviewers of Validio have provided feedback on this feature.
Correction
Utilize deletion, modification, appending, merging, or other methods to correct bad data. This feature was mentioned in 10 Validio reviews.
Normalization
Standardize data formatting for uniformity and easier data usage.
Preventative Cleaning
As reported in 10 Validio reviews. Clean data as it enters the data source to prevent mixing bad data with cleaned data.
Data Matching
Based on 10 Validio reviews. Finds duplicates using the fuzzy logic technology or an advance search feature.
Real-time Analytics
Generate real-time depth analytics utilizing event metrics, logging and metadata. This feature was mentioned in 10 Validio reviews.
Data quality monitoring
Based on 10 Validio reviews. Use custom or pre-built tests for buisness rules. to ensure data quality.
Automation
Based on 11 Validio reviews. Involves automation capabilities to identify and track issues, failed operations by looking at historical trends.
End to End visiblity
As reported in 11 Validio reviews. Complete visibility of the data pipeline, and immediately notifies the data team if any issues. Ensures cross stack visbility.
Management (15)
Reporting
As reported in 12 Validio reviews. Provide follow-up information after data cleanings through a visual dashboard or reports.
Automation
As reported in 13 Validio reviews. Automatically run data identification, correction, and normalization on data sources.
Quality Audits
Schedule automated audits to identify data anomalies over time based on set business rules. This feature was mentioned in 11 Validio reviews.
Dashboard
Gives a view of the entire data quality management ecosystem. 11 reviewers of Validio have provided feedback on this feature.
Governance
As reported in 10 Validio reviews. Allows user role-based access and actions to authorization for specific tasks.
Business Glossary
Lets users build a glossary of business terms, vocabulary and definitions across multiple tools.
Data Discovery
Provides a built-in integrated data catalog that allows users to easily locate data across multiple sources.
Data Profililng
Monitors and cleanses data with the help of business rules and analytical algorithms.
Reporting and Visualization
Visualize data flows and lineage that demonstrates compliance with reports and dashboards through a single console.
Data Lineage
Provides an automated data lineage functionality which provides visibility over the entire data movement journey from data origination to destination.
Anomaly identification
As reported in 10 Validio reviews. Identify the different type of anomalies and receive alerts.
Single pane view
The data observability environment can be viewed from a single dashboard.
Real-time alerts
Based on 10 Validio reviews. Provides immediate alerts for any anomalies or expected events.
Data lineage
Establishes lineage for the data pipeline - from data warehouse to the data user. 10 reviewers of Validio have provided feedback on this feature.
Integrations
Support integrations with various business applications which support different data processes. Also, integrate with apps to provide alerts. This feature was mentioned in 11 Validio reviews.
Security (3)
Access Control
Authenticates and authorizes individuals to access the data they are allowed to see and use.
Roles Management
Helps identify and manage the roles of owners and stewards of data.
Compliance Management
Helps adhere to data privacy regulations and norms.
Maintainence (2)
Data Quality Management
Defines, validates, and monitors business rules to safeguard master data readiness.
Policy Management
Allows users to create and review data policies to make them consistent across the organization.
Data Management (3)
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 (1)
Hybrid cloud support
Supports analytical platforms and data pipelines across complex hybrid environments.
Data management (5)
Metadata Management
Indexes metadata descriptions for enhanced insights.
Automation Features
Ensures automation of metadata across the organization. Dynamically improves data management processes.
Collaboration
Embedded collaboration using APIs and in-app integrations.
Data Lineage
Provides insights into original data sources and transformations made to data sets from source to consumption of data.
Data Discovery
Provides an interface to collect and evaluate data to identfy patterns and outliers.
Reporting (3)
Intelligent Insights
Constantly processes metadata to provide intelligent insights.
Actionable Insights
Provides actionable insights, and generates notifications and alerts to help teams make informed decisions.
Dashboards
Supports 360 degree data visibility via a single dashboard.
Agentic AI - Machine Learning Data Catalog (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 - Data Governance (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
Natural Language Interaction
Engages in human-like conversation for task delegation
Decision Making
Makes informed choices based on available data and objectives
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 - 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
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