INSTRUMENT PANEL

See every dollar.
Every line.
Every regression.

Backlight wires your AI tool accounts to a live instrument panel — spend, quality, and utilization in one view, updated automatically.

Acme Corp · live instrument panel 50-developer team
AI vs human churn · 90d
Rewrite rate trend
+38%
rewrite rate, AI-authored
AI versus human code churn over the last 24 weeks 0 30 60 90 AI-attributed Human
License utilization · 7d
Idle seats flagged
12
$11,400/yr savings
Vendor spend · current quarter
Spend by tool
WEEKLY ACTIVE SEATS 298
IDLE LICENSE COST $11,400
AI REWRITE RATE 38%
BUGS / KLOC 1.7
TIME TO FIRST ROI 28 min
VENDOR COUNT 5

WHAT YOU MEASURE

Three lenses. One data source.

Spend

Know exactly what every tool costs and where the waste is.

VENDOR SPEND
Cost by AI tool
Copilot · Cursor · Claude Code · ChatGPT · Gemini

Quality

Track AI-attributed regressions before they reach production.

BUG DENSITY
AI vs human attribution · 8 sprints
Bug density per sprint, AI-attributed versus human 0 10 20 30 S1 S2 S3 S4 S5 S6 S7 S8

Utilization

Surface idle seats before the next renewal cycle.

SEAT ACTIVITY
Per-seat utilization · 7 days
12 idle of 50 seats · $11,400/yr

GET STARTED

Connect your tools in under 30 minutes.

No data warehouse. No professional services. Connect your AI tool accounts and your instrument panel is live before your next standup.

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