Measuring Adoption

The Adoption dashboard provides real-time visibility into your organization's AI fluency journey. This guide covers key metrics, how to interpret them, and how to present results to stakeholders.

Key Metrics

Maturity Score

Your organization's overall maturity level (L0-L5), updated as team assessments and workflow completions accumulate.

Fluency Distribution

A breakdown of individual fluency scores across the four dimensions (Prompt Craft, Tool Fluency, Critical Thinking, Ethical Awareness). Identifies capability gaps at the team and org level.

Workflow Completion Rate

Percentage of assigned workflows completed within their target timeframe. Benchmark: healthy organizations maintain 70%+ completion rates.

Active Users

Number of team members actively engaging with the platform (assessments, workflows, or dashboard visits) in the current period.

Dashboard Views

Organization View

High-level metrics and trends. Best for executive reporting.

Overall maturity trend (monthly)
Department-by-department comparison
Top-performing and at-risk teams

Team View

Drill into a specific team's progress.

Individual member fluency scores
Workflow completion by member
Score changes over time

Individual View

Detailed view of a single member's AI fluency journey.

Dimension-by-dimension scores
Completed and in-progress workflows
Assessment history

Reporting to Stakeholders

Monthly Report Template

Maturity Progress - Current level vs. baseline, trend direction
Key Wins - Teams or individuals showing significant improvement
Areas of Focus - Dimensions or teams that need attention
Workflow Impact - Correlation between workflow completion and score improvement
Recommendations - Suggested next actions based on data

ROI Indicators

While direct AI ROI is hard to measure, proxy metrics include:

Time saved on AI-augmented tasks (self-reported)
Increase in AI tool adoption rates
Reduction in support tickets for AI-related questions
Employee satisfaction with AI enablement (survey)

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