All of our solutions are migrating to Polaris, SoundHound's own multimodal, multilingual foundation model. We believe Polaris is the best of its kind.

Polaris has given us significant tailwinds. As customers migrate to Polaris in production, they see the immediate benefits in accuracy and user experience which now consistently leads to renewals, expansions and growth.

Most recently we have added vision AI to our stack, which is engineered to bring real-time visual understanding into conversational AI systems.

Our recently launched agentic AI platform, Amelia 7 is especially benefiting from Polaris.

In automotive, we continue to expand within existing customers and add new ones. For example, we just announced that our Generative AI solution called Chat AI has been rolled out in North America with 3 more global brands.

We are pleased to have reported such a strong quarter where all businesses were up. The Voice Commerce ecosystem we are building is bringing real-time AI agents that larger platforms want to partner with and OEMs and merchants are racing to be a part of.

We are seeing traction across all industry verticals and in all pillars of our business. Enterprise AI grew with strong execution and clear focus.

With Synq3 we have fully displaced third party ASR engines across all restaurant customers with Polaris, delivering us millions in cost savings while improving performance for customers.