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Outset harnesses AI to conduct up to 1000 simultaneous, multilingual conversations, simulating a researcher to elicit rich insights. The AI moderator is tailored to probe deeply and respond to participants' feedback. Following the interviews, Outset's AI engine synthesizes the data, summarizing insights, extracting verbatims, identifying themes, and quantifying findings, making research more efficient and comprehensive

Google Cloud Marketplace offers a universal catalog of solutions from Google and our partner ecosystem for customers to easily discover, try, buy, and use. Discover industry-leading technology Easily browse our catalog of validated software and solutions that have undergone technical validation to integrate with your Google Cloud environment. Simplify procurement Eliminate long procurement cycles and accelerate vendor reviews with flexible payment and fulfilment options from trusted technology vendors and channel partners. Optimize your cloud spend Get the most out of your cloud investment through qualifying purchases of third-party Google Cloud Marketplace solutions (like Prolific) that can draw down on your Google Cloud commitments. Streamline deployment Accelerate time-to-value with streamlined deployment options for SaaS offerings, APIs, VM products, Google Kubernetes Engine (GKE) apps, datasets, and foundational AI models that deploy to Vertex AI or GKE. Maintain governance Leverage a comprehensive governance toolkit to manage user access, create a curated Private Marketplace of approved products, and allow developers to safely request products be made available for use. Consolidate billing Integrated cost reporting in Google Cloud console allows you to maintain visibility over your Google Cloud and third-party Google Cloud Marketplace spend.

Mabyduck makes it easy to create and run studies that evaluate the quality of AI-generated content, including audio, images, video, and interactive experiences. The platform handles data hosting, rater pre-screening, study monitoring, and real-time results visualization—so you can focus on improving your AI models.

Centaur Labs annotates medical and scientific data at scale, helping AI developers to build, monitor, and validate their models. We offer a secure, HIPAA compliant annotation platform that supports annotation of multiple data types (e.g., text, 2D/3D imaging, video, audio, waveform, etc.), as well as annotation services from our network of 20K+ subject matter experts, who provide millions of annotations weekly. Our platform leverages competition and performance-based incentives to ensure annotator skill and motivation, and intelligently combines the opinions of multiple people to generate the highest quality annotations (as demonstrated in papers e.g., with researchers at Memorial Sloan Kettering, at Mass General Brigham, and published in Nature Digital Medicine).

Maze began with the belief that product design teams should have easy access to data during the design phase. Since then we have evolved our vision to empower anyone in product and marketing teams to test, learn, and act rapidly. We believe that this is how you build successful user experiences today.