Case Study: Woven by Toyota accelerates automated driving bug triage with Weights & Biases Weave

Woven by Toyota boosts bug triage 10x with Weights & Biases

Woven by Toyota, a mobility technology subsidiary of Toyota, faced a major bottleneck in its automated driving development due to a slow, manual process of reviewing driving logs to find the root cause of system failures. This human triage was time-consuming and limited their ability to scale. To overcome this, they partnered with Weights & Biases to build an AI agent, AutoTriage, using the W&B Weave platform to automate the classification of bugs.

By implementing W&B Weave to track all video inputs and experiments, Woven by Toyota gained a centralized hub for evaluation and analysis. The solution from Weights & Biases enabled the team to achieve a 10x increase in the speed and scale of their bug triaging efforts with the same resources, significantly improving their development workflow for safer autonomous vehicles.

Woven by Toyota