CleverMaps Semantic Layer

Elevate your Location Intelligence projects with our Semantic Layer. This essential component simplifies complex data integration and analysis, offering a unified view of geospatial and business data. Empower business users with on-demand geospatial analysis.

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WHAT IS SEMANTIC LAYER

Analytics Layer For Your Location Data

The Semantic Layer translates source data into business objects, making analysis accessible to less technical users. It enables ad-hoc geospatial analysis without complex SQL queries. Use standard BI principles such as defining a logical data model, creating a reusable metric layer and then calculate any data report. Within the CleverMaps platform or individually. Semantic Layer allows you to move beyond static views and limited interactivity, facilitating dynamic what-if analyses and efficient data integration.

FEATURES

Key CleverMaps Semantic Layer Capabilies

Discover how the CleverMaps Semantic Layer empowers data analysts, data engineers, and integrators to efficiently manage, integrate, and analyze data for actionable insights.

Flexibility

The Semantic Layer's logical data model and metrics enable complex data analyses quickly and without SQL queries. Gone is the need to create data slices, cubes, or flat tables. You can prepare map views in the CleverMaps Studio and integrate them into web applications, mobile apps, SDKs, or use pure REST API or regular data exports.

Scalability

It offers flexibility and scalability for managing spatial analytics projects with ease. Features include CLI tooling, GIT versioning of metadata, and a query engine that optimizes your queries for maximum efficiency and speed. We use advanced SQL optimization, multi-level caching, and powerful DWH clusters to handle queries swiftly.

Security

The Semantic Layer is a cloud-native solution certified by SOC2 and ISO27001. It offers flexible deployment options, from pure SaaS to dedicated DWH, on-premise DWH, or on-premise Kubernetes deployment. Effective access control, audit logs, SSO, and robust security features ensure your data remains secure and compliant with industry standards.

GeoSpatial Analysis & Integration

It supports working with geospatial data such as catchment areas and drive-time zones. Enables quick calculations at any granularity—from millions of point data to aggregated state-level reports. Adding new datasets, such as those from our Data Marketplace, is straightforward, thanks to the data model's flexibility.

Data Quality & Management

Calculations are based on a robust system of reusable metrics built on a multidimensional data model. This ensures consistent and accurate calculations, improving overall data quality and enabling advanced analytics. All users work with a unified view of data, eliminating inconsistencies and enhancing data quality.

WHY CLEVERMAPS

When to use CleverMaps Semantic Layer

The CleverMaps Semantic Layer enhances data analysis efficiency, supports scalable application development, and enables complex geospatial analyses. It integrates diverse data sources, ensures accurate calculations, and maintains high data security standards.

Enhance Data Analysis Efficiency: With a unified view of data, enabling ad hoc analyses and geospatial manipulations without complex SQL queries.

Build Scalable Applications and Monetize Data: Create scalable applications with the Semantic Layer, whether from scratch or with other CleverMaps products.

Complex Data Analysis in a Geospatial Context: Perform complex geospatial data analyses to identify key geographic trends and patterns.

Integrate and Manage Diverse Data Sources: Seamlessly integrate internal and external data sources for comprehensive insights.

Improve Data Quality and Consistency: Ensure consistent and accurate calculations with a unified data view and reusable metrics.

Maintain Data Security and Compliance: Protect your data with SOC2 and ISO27001 certifications and robust access control features.

FAQ

You may be wondering

What is the difference between CleverMaps and GIS?

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