Track AI tool usage and performance in real-time. You can't improve what you don't measure. A telemetry dashboard gives you visibility into how AI is being used across your organization.
A telemetry and metrics dashboard collects and displays real-time data about AI tool usage across your organization. It tracks who is using AI tools, how often, for what purposes, and how well those tools are performing.
This visibility helps you understand adoption patterns, identify power users, spot underutilized tools, and catch problems before they become critical issues.
Track which teams are adopting AI tools and quantify the business value they're generating.
Catch slow response times, high error rates, and other problems before users complain.
See which tools are heavily used and need more capacity versus which are underutilized.
Make investment and prioritization decisions based on actual usage data, not guesswork.
Daily, weekly, and monthly active users by department, team, and tool.
How often users engage with AI tools and which features they use most.
Response times, error rates, success rates, and system availability.
API costs, compute usage, and per-user or per-query expenses.
User satisfaction ratings, thumbs up/down feedback, and output quality metrics.
Growth in user base, feature adoption curves, and retention rates.
No visibility into AI tool usage. No metrics collection. Decisions based on anecdotes and assumptions.
Basic usage logging in place. Manual reports generated periodically. Limited real-time visibility.
Real-time dashboard with comprehensive metrics. Automated alerts for issues. Regular review meetings with stakeholders using data-driven insights.
Get expert help setting up telemetry and metrics dashboards that provide actionable insights into your AI implementations.