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AlgoDataFabriq
Secure, scalable, and resilient integration and transformation, weaving all your data sources into a seamless tapestry of insights!
01
DATA
INGESTION
- 500+ data connectors, leveraging an extensible plugin-based paradigm
- Flexible ingress topology, which can leverage agent-based, REST, JDBC,etc.
- Easy-to-configure pipeline schedules, and success criteria
- Multi-modal (structured, unstructured, streaming, IoT, geospatial,etc.)
02
DATA
TRANSFORMATION
- Flexible architecture with bundled engines
- Low-code / no-code transformation (drag and drop interface)
- Treating Data like Code (versioning, branching, full change management)
- Full data provenance
03
PIPELINE
ORCHESTRATION
- Build a system that is engine-agnostic
- Intelligent refreshing / state-tracking across all pipelines
- Seamless integration with ALGOREUS Health Monitoring
04
DATA
INTELLIGENCE
- Displays statistical properties of the dataset while exposing data
quality issues - Visual and text descriptions for automatically detected trends and insights
- Missing value handling for the entire pipeline
- Outlier detection enabled to expose issues or irregularities in the dataset
05
DECISION
CAPTURE
- Structured mechanisms for capturing data from end users, back into Algology
- Native frameworks for propagating data capture to external systems
- External system responses can be woven back into multi-step workflows
