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Data & Analytics

This category includes platforms for data management, analytics, and business intelligence. These platforms enable organizations to collect, store, process, analyze, and visualize data for data-driven decision making.

Category Overview

Data & Analytics platforms help organizations turn raw data into actionable insights. They cover the entire data lifecycle from ingestion to visualization, supporting both real-time and batch processing.

Platforms in This Category

Planned Platforms

  • Data Warehouse Platform - Centralized data storage, schema management, query optimization
  • ETL Pipeline Platform - Extract, transform, load data pipelines, data integration
  • Business Intelligence Platform - Dashboards, reports, data visualization, self-service analytics
  • Data Lake Platform - Raw data storage, schema-on-read, big data processing
  • Time Series Database Platform - Time-series data storage, metrics, monitoring data
  • Graph Database Platform - Graph data storage, relationship queries, network analysis
  • Search & Indexing Platform - Full-text search, document indexing, search APIs
  • Data Catalog Platform - Data discovery, metadata management, data lineage
  • Data Quality Platform - Data validation, cleansing, quality monitoring
  • Data Lineage Platform - Track data flow, impact analysis, compliance tracking
  • Reporting Platform - Report generation, scheduling, distribution
  • Dashboard Platform - Custom dashboards, widgets, real-time updates
  • Metrics & Monitoring Platform - Application metrics, performance monitoring, alerting
  • Log Aggregation Platform - Centralized logging, log analysis, log search
  • Data Backup & Recovery Platform - Automated backups, point-in-time recovery, disaster recovery
  • Data Replication Platform - Data synchronization, multi-region replication
  • Data Migration Platform - Data migration tools, schema conversion, validation
  • Data Masking Platform - PII protection, data anonymization, test data generation
  • Data Archival Platform - Long-term storage, data lifecycle management, compliance archiving
  • Real-Time Analytics Platform - Stream processing, real-time dashboards, event analytics

Common Use Cases

Business Intelligence

Use Data Warehouse, Business Intelligence, and Dashboard platforms to provide insights to business users.

Data Integration

Leverage ETL Pipeline and Data Migration platforms to integrate data from multiple sources.

Observability

Implement Metrics & Monitoring, Log Aggregation, and Time Series Database platforms for application observability.

Compliance & Governance

Use Data Catalog, Data Lineage, and Data Archival platforms to meet regulatory requirements.

Integration Patterns

Analytics Pipeline

flowchart LR
    Sources[Data Sources] --> ETL[ETL Pipeline]
    ETL --> Warehouse[Data Warehouse]
    Warehouse --> BI[BI Platform]
    BI --> Dashboards[Dashboards]
Hold "Alt" / "Option" to enable pan & zoom

Observability Stack

flowchart TD
    Apps[Applications] --> Metrics[Metrics Platform]
    Metrics --> TimeSeries[Time Series DB]
    TimeSeries --> Dashboard[Dashboard Platform]
    Apps --> LogAgg[Log Aggregation Platform]
    LogAgg --> Search[Search Platform]
Hold "Alt" / "Option" to enable pan & zoom

Data Governance

flowchart LR
    Sources[Data Sources] --> Catalog[Data Catalog]
    Catalog --> Lineage[Data Lineage]
    Lineage --> Reports[Compliance Reports]
Hold "Alt" / "Option" to enable pan & zoom

Platform Bundles

Analytics Starter Bundle

  • Data Warehouse Platform
  • ETL Pipeline Platform
  • Business Intelligence Platform
  • Dashboard Platform

Observability Bundle

  • Metrics & Monitoring Platform
  • Log Aggregation Platform
  • Time Series Database Platform
  • Dashboard Platform

Data Governance Bundle

  • Data Catalog Platform
  • Data Lineage Platform
  • Data Quality Platform
  • Data Archival Platform