The hidden problem of tracking several AI coding tools
A 50-person offshore product development company is struggling to see all use in one place. Tools such as Cursor, Claude Code, and Copilot each show data only for their own product.
This leaves gaps around personal accounts, , which devices are using the tools, and total spending across the company. Possible ways to handle it include custom scripts, device management tools, a shared gateway, or .
Key points
- Each usually reports only its own usage and costs.
- Personal accounts, , device coverage, and total spend can be hard to track together.
- Possible tracking methods include scripts, device management, a shared gateway, or .
- s should still track which tools they use, why they use them, and what they cost.