Case Study: Tekion achieves AI-driven engineering at scale with Augment Code

Tekion boosts engineering productivity by 100% with Augment Code

Tekion, a builder of a comprehensive automotive cloud platform, faced the challenge of maintaining high quality and velocity as its engineering team scaled beyond 1,300 members. Traditional automation and tooling were insufficient for reasoning across their massive, interconnected codebase. They turned to Augment Code to implement AI that could act as a true engineering teammate rather than just a text generator.

Augment Code provided a solution centered on its deep codebase reasoning and context engine, which enabled Tekion to build a persona-driven AI framework. This system of specialized agents for development, testing, and review was integrated into their existing tooling. The results were significant, including 50-100% productivity gains, automated reviews of thousands of monthly PRs, and achieving over 90% test coverage on major systems.

Tekion