Frequently Asked Question
What is DataDios?
DataDios is a cloud-first unified data management platform that helps organizations track changes, optimize costs, ensure data quality, and govern data across 50+ data sources from a single interface.
What are the main benefits of using DataDios?
DataDios increases team productivity through automation, improves data accuracy via real-time change tracking, reduces cloud infrastructure costs (average 40% savings), and provides centralized governance across your entire data ecosystem.
Is DataDios cloud-only or does it support on-premise systems?
DataDios is cloud-first but supports both cloud and on-premise environments, making it ideal for hybrid data ecosystems and cloud migration scenarios.
What makes DataDios different from other data management tools?
DataDios combines multiple capabilities in one platform: real-time metadata tracking, AI-powered SQL generation, automated migration validation, workload analysis, and data quality management—all with support for 50+ diverse data sources.
What does the Data Quality Dashboard do?
The Data Quality Dashboard provides comprehensive data collection, profiling, cleansing, enrichment, validation, and governance capabilities to ensure data reliability, accuracy, completeness, and consistency across all datasets.
What is SmartDiff and when should I use it?
SmartDiff is an automated migration validation tool that validates migrated data across cloud and on-premise environments. It supports SQL, NoSQL, and multiple file formats (XML, JSON, Parquet, CSV) with intelligent root cause analysis for data integrity checks.
What is the Data Explorer?
Data Explorer is a unified visualization tool that displays metadata, operational data, governance data, and performance data from 50+ supported sources in one centralized interface for efficient data discovery and analysis.
What is the DataDios platform architecture?
DataDios uses a three-layer architecture:
- Data Connection layer supporting 50+ source types
- Processing & Analytics layer with AI-driven insights and validation
- Presentation & API layer with dashboards, REST APIs, and alerts
Does DataDios offer REST APIs?
Yes, DataDios provides REST APIs as part of its Presentation & API layer, allowing you to integrate DataDios capabilities into your existing workflows and applications.
How does DataDios track metadata changes in real-time?
DataDios uses Meta Vision to continuously monitor metadata changes across your data sources, providing instant alerts, dependency analysis, and impact assessment when database schemas or structures change.
What file formats does DataDios support?
DataDios supports multiple file formats including XML, JSON, Parquet, and CSV for data validation, quality checks, and migration scenarios.
Does DataDios provide alerts and notifications?
Yes, DataDios includes an alerting system as part of its Presentation & API layer to notify you of metadata changes, data quality issues, and
performance anomalies.
Can I request a demo of DataDios?
Yes, you can contact DataDios at contact@datadios.ai or call (425) 533-9681 to schedule a personalized demo of the platform and its capabilities. Or use the following link to book a demo with founder:
Demo with Founder
What support options are available?
DataDios offers multiple support channels including email support (contact@datadios.ai), and enterprise support with SLA and
dedicated customer success managers for enterprise customers.
Can I connect to a Source not listed in DataDios® platform?
We have added all the popular Data Sources and the list is ever increasing,
nevertheless for other sources, please reach out to DataDios® team.
Can I use the products on-premise or self managed cloud platforms?
Yes you can opt for your own infrastructure.
Is there any free trial period?
Please reach out to DataDios team for a quick demo and price plans / free trial request.
Who should use DataDios?
DataDios is designed for data engineering teams, data architects, data analysts, data governance professionals, and organizations managing complex multi-source data environments across cloud and on-premise systems.
How many data sources does DataDios support?
DataDios supports 50+ data sources including SQL databases, NoSQL databases, cloud platforms (AWS, Azure, GCP), and various file formats (XML, JSON, Parquet, CSV).
How can I contact DataDios for sales inquiries?
You can reach DataDios at (425) 533-9681 or email contact@datadios.ai. Our business hours are 10AM–8PM, and we are located in San Francisco, CA.
What is Meta Vision?
Meta Vision is a real-time metadata change tracking tool that monitors database design changes, provides dependency graphs, metadata lineage, and impact analysis to help with database design planning and compliance.
What is AI Studio?
AI Studio is an intelligent query tool that converts natural language queries into database-specific SQL code across 50+ database dialects using integrated LLM models like OpenAI GPT, making database querying accessible to non-technical users.
How does the Workload Analyzer help reduce costs?
The Workload Analyzer performs real-time workload analysis and cloud cost optimization by identifying inefficiencies, bottlenecks, and unused resources, delivering an average of 40% cloud infrastructure cost savings.
What is Universal Semantic Search?
Universal Semantic Search is powered by Elasticsearch with vector embeddings, enabling efficient and intelligent data discovery across your entire data ecosystem using natural language search capabilities.
Does DataDios provide dependency graphs?
Yes, Meta Vision provides comprehensive dependency graphs and metadata lineage tracking, allowing you to visualize how data objects relate to each other and assess the impact of changes across your data ecosystem.
Can DataDios handle NoSQL databases?
Yes, DataDios supports both SQL and NoSQL databases as part of its 50+ data source compatibility, including migration validation and data quality checks for NoSQL systems.
What cloud platforms does DataDios support?
DataDios supports major cloud platforms including AWS, Azure, and GCP for cloud migration validation, cost optimization, and unified data management.
Can I use DataDios for cloud migration projects?
Absolutely. DataDios is ideal for cloud migrations with SmartDiff for automated migration validation, ensuring data integrity across environments, and Workload Analyzer for optimizing cloud costs post-migration.
How quickly can I get started with DataDios?
DataDios emphasizes quick onboarding with a Quick Start Guide and tailored learning paths for different roles (data engineers, architects, analysts, and developers), making it easy to begin using the platform rapidly.
Are there role-specific learning paths?
Yes, DataDios offers customized learning paths tailored for data engineers, data architects, data analysts, and developers to help you learn the features most relevant to your role.
What's the typical onboarding process?
DataDios provides a Quick Start Guide to help you connect your data sources, configure monitoring and quality rules, and start gaining insights quickly. Role-specific learning paths guide you through features relevant to your responsibilities.
What kind of enterprise support is available?
Enterprise customers receive dedicated support with Service Level Agreements (SLA) and assigned customer success managers to ensure optimal platform performance and business outcomes.
Can I connect a local database as a Source?
Yes, you can connect your local or remote database as a Source with the relevant credentials.
What are Pricing plans?
Please reach out to DataDios team for a quick demo and price plans.
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