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Metric Definitions Framework
Danrex Quantflow applies technology rigor to data governance, providing analytics leaders with precise frameworks that ensure trusted data for current and future needs.
Delivery approach
Structured sessions with future-focused reviews
Primary deliverable
Ownership models and governance playbooks
Ownership
Analytics teams supported by our specialists
Engagement Scope
Programs integrate diagnostics, framework design, and playbook implementation tailored to heads of analytics and digital transformation.
- Asset Diagnostics
Mapping critical datasets and metrics. - Ownership Assessment
Identification of stewardship gaps. - Consistency Review
Analysis of current metric definitions. - Scalability Evaluation
Preparation for future analytics needs.
Deliverables
Outputs enable trusted data and independent governance.
- Executive summary for Data Ownership Models
- Metric definition catalogue
- Governance playbook package
Delivery Process for Data Ownership Models
Build
Playbooks and supporting tools.
Design
Ownership and metric frameworks.
Assess
Current assets and governance reality.
Transfer
Internal capability and first cycles.
Core Components
Diagnostics, model design, framework build, and transfer form a technology sequence.
Definition Sessions
Standardizing metric calculation logic.
Assessment Sessions
Structured mapping of current state.
Ownership Workshops
Defining clear stewardship structures.
Roles Benefiting Most
These positions drive sustained data trust.
Business Users
Trust reported metrics.
Digital Transformation
Build scalable data architecture.
Data Teams
Establish clear ownership.
Sustainability Resources
Materials support ongoing data governance evolution.
- Recorded sessions
- Template library
- Governance maintenance guide
Governance Indicators
Progress tracked across consistency, ownership, and scalability.
- Capability: teams can explain the new way of working.
- Assets: templates, briefs, and dashboards are versioned and shared.
- Cadence: recurring ceremonies lock in the habit.
Discuss Metric Definitions Framework
Share context about current initiatives and we will suggest the right sprint format.
Talk to us