Increasing focus on streaming analytics and real-time data-driven decision making at scale, is rapidly revolutionizing the IT ecosystem and data governance landscape in organizations.
Traditional data governance tools, policies and processes are inadequate for enterprises analyzing and responding in real time to streaming data and multiple live data streams.
A key enabler of data quality and data governance initiatives
Can handle many data sources
Works with variety of data destinations
Generate and route metadata and audit information
Validate and transform data in flight
Report metrics on data flows
Generate streaming analytics
Track ETL processes
Provide end-to-end traceability
Continually track critical data elements
Raised alerts based on detected anomalies
Handle both in-premise and on-cloud sources and destinations
Provide flexible deployment options
Centrally available as web service to all systems
Multiple integration options for complex environments
- Manage streaming data schema and validation errors
- Generate streaming data reports and analytics
- Enrich streaming data with attributes from application APIs and repositories
- Raise alerts and notify personnel based on anomaly detection
- Integrate with Enterprise data governance and risk management solutions
- Transform streaming data
- Log audit records securely
- Schema registry for validating source & destination APIs/schemas and message schemas
- Insert standard headers on messages flowing through for characteristics and usage (source, size, etc.)
- Monitor data flowing through the organization
- Pluggable custom data quality checks and business rule validations
- Configure and execute data integrity, privacy and security checks on data streams
Having access to real-time, accurate, consistent and reliable data across the enterprise.
Enables delivery of metrics based on data cleansing, enrichment, standardization, audit trails and security requirements.
Continuously and automatically building quality, reliability, auditability and traceability.
Demonstrating early benefits and overall return on investment.
Demonstrating business benefits against short, medium and long term goals through improved data quality, governance and MDM efforts.
A platform that lets you extend its functionality by plugging in your specific custom applications or algorithms.