Agent Insights - Entelligence AI

Agent Insights shows where AI spend goes, how coding agents are used, and what that activity produces. Use it to find workflow friction, guide enablement, and connect cost to engineering outcomes.

Agent Insights is in Beta. Available signals can vary by coding agent and workspace configuration.

Agent Insights team health and efficiency trends

What you can answer

Where is spend going? Compare repositories, projects, members, tools, and models.
Is agent usage healthy? Inspect retries, interruptions, repeated edits, compaction, and context pressure.
What did the work produce? Connect spend to features, fixes, tests, reviews, and exploration.

Four views

View	Use it for
Overview	Adoption, efficiency, spend, context health, agent behavior, tools, and models
Budget	Project budgets, run rate, untracked spend, and weekly burn
Outcomes	Work categories, repositories, projects, members, teams, themes, and clusters
Members	Individual agent usage, efficiency, retries, skills, and activity

Read signals together

A retry spike may come from unclear tasks, missing context, tool failures, or a new workflow. Pair dashboard signals with the work being attempted and feedback from the team.

Do not use token volume, session count, efficiency, or adoption stage as a standalone measure of individual performance.

Next step

Follow the rollout quickstart, then learn how to interpret metrics and data.