We are thrilled to announce key expansions of our AWS partnership that will make it easier for enterprises to access the highest quality transcription and Voice AI solutions available, all on AWS architecture. Our strong partnership has enabled us to provide innovative, cost-effective solutions for companies looking to integrate speech-to-text and speech understanding into their operations. Our joint customers, such as CallRail, are utilizing AssemblyAI’s services on AWS to unlock the full potential of voice data for their users, realizing improved accuracy, faster time-to-value, and more efficient workflows. We have achieved an elevated status with AWS by joining the exclusive tier of software vendors within the AWS ISV Accelerate Program, which holds us to AWS's highest standards for third-party solutions hosted on AWS services. Our expansion includes AssemblyAI Accessibility for EU AWS customers, offering lower-latency access, enhanced reliability, and guaranteed EU data residency for regulatory compliance. We have also optimized our cloud architecture with AWS, allowing us to offer extremely cost-efficient services to our customers, and providing significant volume discounts to enterprise customers with large transcription workloads. Our partnership with AWS enables us to deliver real, measurable value to organizations worldwide, helping customers build AI capabilities that leverage voice data from customer interactions and meetings, and providing the most cost-effective transcription solution fully hosted on AWS.