AI Adoption Dashboard Overview
The AI Adoption Dashboard helps engineering leaders understand how deeply and consistently their teams are using AI across development workflows. It provides a single AI Adoption Score (0–100) that quantifies organizational AI maturity, plus detailed breakdowns by dimension.
<img src="/docs/img/ai-adoption/adoption-dashboard.png" alt="Monthly view of the AI Adoption Dashboard" />
Who Is It For?
This dashboard is designed for team leads, engineering managers, and executives who want to:
- Track AI integration progress across their organization
- Compare teams using a single benchmark number
- Identify low-, medium-, and high-adoption teams
- Quote a simple metric to stakeholders ("We're at 63; we want to be at 80")
Accessing the Dashboard
- Navigate to app.kilo.ai and sign in
- Select your organization
- Click the Usage tab in the dashboard navigation
- The AI Adoption Score card appears at the top of the usage view
Dashboard Overview
Main Score Display
The dashboard prominently displays your current AI Adoption Score as a percentage (e.g., "Current: 45%"). This score represents how deeply and consistently your organization uses AI across real development workflows.
Timeline Visualization
<img src="/docs/img/ai-adoption/stacked-chart.png" alt="Monthly view of the AI Adoption Dashboard" width="300" />
A stacked bar chart shows your daily adoption scores over time. The chart uses three colors representing the score's dimensions:
- Blue — Frequency (how often developers use AI)
- Green — Depth (how integrated AI is into development)
- Orange — Coverage (how broadly AI is adopted across the team)
Time Period Filters
Filter the data by selecting:
- Past Week — Last 7 days
- Past Month — Last 30 days
- Past Year — Last 365 days
- All — Complete history
Personal vs. Organization View
Use the "Only my usage" toggle to switch between:
- Enabled — Your individual adoption metrics
- Disabled — Organization-wide adoption metrics
Trend Indicators
Four metric cards at the bottom of the dashboard show week-over-week changes:
- Total — Overall score trend
- Frequency — Changes in usage frequency
- Depth — Changes in integration depth
- Coverage — Changes in team-wide adoption
Each card displays the percentage change (e.g., "+2.3%" or "-1.5%") with a directional indicator.
The Three Dimensions
The AI Adoption Score is composed of three weighted dimensions:
| Dimension | Weight | Question It Answers |
|---|---|---|
| Frequency | 40% | How often do developers use AI? |
| Depth | 40% | How integrated is AI into actual development? |
| Coverage | 20% | How broadly is AI being adopted across the team? |
Click on any dimension card to view detailed analysis and improvement suggestions specific to that dimension.
Quick Reference: Score Tiers
| Score Range | Tier | Description |
|---|---|---|
| 0–20 | Minimal adoption | AI usage is sporadic or experimental |
| 21–50 | Early adoption | Some developers are using AI regularly |
| 51–75 | Growing adoption | AI is becoming part of team workflows |
| 76–90 | Strong adoption | AI is deeply integrated into development |
| 91–100 | AI-first engineering org | AI is central to how the team ships code |