System Architecture
Where Synapsis Analysis sits in the Mative data pipeline: the ingestion, processing, storage, analysis and AI layers shared with Synapsis IoT and Synapsis ML.
Data Integration
How Synapsis Analysis integrates relational and NoSQL databases, CSV and JSON files, data warehouses and IoT streams, with data modeling and ETL/ELT pipelines.
Analytics Engine
The Synapsis Analysis analytics engine: SQL-like queries on complex datasets, automatic query optimization, result caching and materialized views.
Data Visualization
Data visualization in Synapsis Analysis: interactive, filterable dashboards that combine multiple widgets, and the chart types available to explore data.
Business Intelligence
Business intelligence in Synapsis Analysis: operational, management and scheduled reports, and custom KPIs to track performance and support decisions.
IoT Data Management
How Synapsis Analysis handles IoT time-series data: high-frequency ingestion, temporal aggregations, windowed analysis and real-time monitoring use cases.
Security and Multi-Tenancy
Security and multi-tenancy in Synapsis Analysis: role-based access control, granular permissions, data segregation and logical isolation between tenants.
AI Integration
How Synapsis Analysis integrates with Synapsis ML: model outputs such as predictions and classifications shown in dashboards to support data-driven decisions.
Scalability and Deployment
How Synapsis Analysis scales for enterprise workloads: containerized deployment, horizontal scalability, high availability and load balancing across nodes.