Data Integration

Overview

Configure Feature Store mappings, Metrics Engine calculations, and Covenants for data transformation, indicator calculation, and compliance monitoring.

What You'll Configure

Component	Purpose
Feature Store	Data mappings from external sources
Metrics Engine	Calculated indicators from mapped data
Covenants	Compliance rules validated against metrics

Configuration Guides

Feature Store

Configure mappings that extract and transform data from external sources.

What you'll configure:

• Data source mappings

• Field transformations

Time to complete: 2-4 hours per mapping set

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Metrics Engine

Create calculated metrics based on Feature Store data.

What you'll configure:

• Metric definitions

• Calculation expressions

• Subject type associations

Time to complete: 30-60 minutes per metric

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Covenants Setup

Configure covenant rules for compliance monitoring.

What you'll configure:

• Covenant definitions

• Metric associations

• Validation expressions

• Execution schedules (event-driven or scheduled)

• Anchored value configuration

Time to complete: 1-2 hours per covenant

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Dependency Chain

Covenants depend on a chain of configurations:

Data Source → Mapping (Feature Store) → Metric (Metrics Engine) → Covenant

Configure in this order to ensure dependencies are available.

Prerequisites

• SDK team has configured data sources

• Products configured (for covenant-product associations)

Related Operations

Once configured, see how data integration affects operations:

• Covenants & Anchored Values (OPS - Origination) - Viewing anchored values at origination

• Covenant Monitoring (OPS - Servicing) - Monitoring and resolving covenant breaches

Next Steps

After configuring data integration, proceed to:

• Analytics - Configure BI dashboard catalog

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For additional support, consult your implementation team.