GuageAI

GuageAI is an AI ROI analytics tool for engineering teams. It is built to show how much AI tools are saving and to track adoption and impact for GitHub Copilot, Claude, ChatGPT, and other AI coding assistants.

The service ingests GitHub webhooks and normalizes AI-assisted commits. It captures every suggestion, merge, and override, then converts that activity into hours saved, cost savings, and ROI metrics. Its live telemetry updates dashboards in about two minutes, and the product describes itself as capturing 100% of AI-assisted commits. The interface surfaces ROI metrics such as hours saved, adoption rates, cost and benefit, and a security risk index. It also supports filtering by team, repository, time period, contributor, repository, and date range. The page also mentions executive ROI summaries, monthly ROI snapshots with trend analysis, cost per hour saved, payback analysis, and board-ready reports.

GuageAI says it can identify which teams are leveraging AI tools, which repositories benefit most, and where enablement efforts should focus. It also includes live GitHub webhook ingestion, live ROI dashboards, adoption and utilization metrics by team and repo, and data warehouse exports. An API is listed among the available access options. The product says machine learning heuristics estimate hours saved per commit based on complexity, file changes, and review patterns.

Setup is described as taking under five minutes, with guided setup and zero engineering or analyst effort required. GuageAI is delivered as a web-based service that connects to GitHub, and it offers a 30-day free trial. Pricing is listed as USD 49 per month, with unlimited seats, repositories, and access to the full analytics stack, and it says there are no implementation fees.