a5c-ai SCOR KPI Dashboard Builder
Overview
The SCOR KPI Dashboard Builder enables the design and implementation of supply chain performance dashboards aligned with the Supply Chain Operations Reference (SCOR) model. It supports metric selection, data mapping, visualization design, and executive reporting.
Capabilities
- SCOR Metric Taxonomy Mapping: Align KPIs to SCOR framework
- Plan/Source/Make/Deliver/Return KPI Selection: Process-aligned metrics
- Data Source Identification and Mapping: Connect metrics to data sources
- Dashboard Layout Design: Effective visualization structure
- Drill-Down Hierarchy Creation: Multi-level metric exploration
- Target and Threshold Setting: Performance benchmarks
- Benchmarking Integration: Industry comparison capability
- Executive Summary Generation: Leadership-ready reports
Input Schema
dashboard_request:
scope:
processes: array # Plan, Source, Make, Deliver, Return
business_units: array
time_periods: array
metric_selection:
strategic_metrics: array
operational_metrics: array
custom_metrics: array
data_sources:
erp_systems: array
planning_systems: array
external_sources: array
design_requirements:
audience: string
refresh_frequency: string
drill_down_levels: integer
targets:
internal_targets: object
benchmark_sources: array
Output Schema
dashboard_output:
dashboard_design:
layout: object
pages: array
- page_name: string
visualizations: array
filters: array
navigation: object
metric_catalog:
metrics: array
- metric_id: string
name: string
scor_mapping: string
definition: string
formula: string
unit: string
target: float
data_source: string
refresh_frequency: string
data_model:
tables: array
relationships: array
calculations: array
implementation_guide:
data_requirements: array
etl_specifications: object
deployment_steps: array
executive_summary_template: object
Usage
SCOR-Aligned Dashboard Design
Input: SCOR process scope, business requirements
Process: Select metrics, design layout, map data
Output: Dashboard design specification
Metric Catalog Development
Input: Business objectives, SCOR framework
Process: Define metrics with formulas and targets
Output: Comprehensive metric catalog
Executive Summary Automation
Input: Dashboard data, reporting period
Process: Generate narrative summary with highlights
Output: Executive-ready performance summary
Integration Points
- BI Platforms: Power BI, Tableau, Qlik integration
- ERP Systems: SAP, Oracle data connectivity
- SCOR Framework: APICS SCOR model alignment
- Tools/Libraries: Power BI, Tableau, SCOR templates
Process Dependencies
- Supply Chain KPI Dashboard Development
- Supply Chain Cost-to-Serve Analysis
- Forecast Accuracy Analysis and Improvement
Best Practices
- Start with strategic metrics, then add operational detail
- Ensure data quality before dashboard deployment
- Design for the audience (executive vs. operational)
- Include context (targets, trends, benchmarks)
- Enable self-service exploration
- Review and refresh metrics annually