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Polaris · Intelligence · Service 4 of 4 · Semantic layer
Instrumentation, acquisition and analysis that turn scattered signals into a trusted picture.
data-collection-analysisSemantic layer
Data Collection and Analysis
On the analysis side, our analysts and data scientists work with your domain experts to answer defined questions and to build the recurring measures the organisation manages by. Findings are delivered with method, confidence and limitations stated plainly.
Capabilities
- [01]
Instrumentation design
Event schemas, tracking plans, consent handling and validation for digital products and campaigns.
- [02]
Acquisition
Sensor, telematics, partner API, public and licensed data ingestion with quality checks.
- [03]
Analysis
Exploratory and confirmatory analysis, cohorting, experimentation design and reporting.
- [04]
Measurement systems
Metric definitions, governed dashboards and alerting on the measures that matter.
In the Operational Model
Collection populates the semantic layer with well-defined objects and properties. Analysis sits between the semantic and adaptive layers, producing the measures that tell you whether decisions are working.
Where this service sits in the model
What you receive
- 01Source inventory and tracking plans
- 02Implemented ingestion with quality monitoring
- 03Analytical reports with stated methods
- 04Metric catalogue and governed dashboards
- 05Experimentation framework where applicable
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