Insights

Audience: Customer — this page documents the insights and analytics page.

The insights page (/dashboard/insights) provides deep analytics to identify patterns, hotspots, and areas for improvement in AI-assisted development.

URL

/dashboard/insights

Access

Available to all plans. No feature gate.

Data Source

GET /api/v1/ai/insights?period={period}

Key Metrics (Top Row)

Four summary cards:

Card	Metric	Color	Description
Est. Loss from Top Rules	Sum of `estimatedLoss` from top violated rules	Red (highlighted)	Dollar cost of violations
Active Developers	`developerStats.length`	Purple	Unique developers in period
Avg Session Duration	`sessionDuration.avgDurationMs`	Green	Average AI session length
Active Branches	`branchActivity.length`	Blue	Git branches with activity

Top Violated Rules

Table showing rules with the highest violation counts and their estimated cost:

Column	Description
Severity	Color-coded badge (ERROR, WARNING, INFO)
Rule name	Display name
Estimated Loss	Dollar amount from unfixed violations
Category	Rule category
Violations	Count and number fixed

Shows top 5 rules sorted by impact.

Violation Hotspots

Files with the highest concentration of violations:

Column	Description
File	File path (or hash if encrypted)
Language	Programming language
Errors	Count with red badge
Warnings	Count with yellow badge

Shows top 5 hotspot files.

Developer Productivity

Table comparing developer activity:

Column	Description
Developer	Developer identifier (hash or decrypted name)
Tools	Total tool calls
Lines	Lines added (green)
Violations	Violation count (red if >10)
Success	Tool success rate (color-coded: green ≥95%, yellow ≥85%, red <85%)

Tool Efficiency

List of tools ranked by usage with performance metrics:

Column	Description
Tool	Tool name
Calls	Number of invocations
Avg Duration	Average execution time (ms)
Success Rate	Color-coded percentage

Shows top 6 tools.

Activity by Hour

Horizontal bar chart showing event distribution across 24 hours:

X-axis: 12am → 6am → 12pm → 6pm → 12am
Y-axis: Event count (proportional bar height)
Green bars
Hover tooltip shows hour and event count

Helps identify peak development hours.

Branch Activity

List of active git branches with metrics:

Column	Description
Branch	Branch name
Sessions	Number of AI sessions
Tools	Tool call count
Lines	Lines added (green)
Violations	Violation count (red, only shown if >0)

Session Statistics

Four stat boxes at the bottom:

Stat	Description
Total Sessions	Number of sessions in period
Average Duration	Mean session length
Shortest Session	Minimum session duration (green)
Longest Session	Maximum session duration (blue)