TwelveLabs developed breakthrough multimodal video AI foundation models, Marengo and Pegasus, that understand video as unified stories across sight, sound, and time, enabling powerful video search and analysis.To deploy these models at production scale, TwelveLabs leveraged AWS infrastructure, including Amazon Bedrock, Amazon SageMaker HyperPod for model training resilience, Amazon EKS for scalable model serving, EC2 G6e and P5 instances for inference, and Amazon S3 with S3 Vectors for unified storage and vector-based semantic search.This unified AWS platform supports petabyte-scale video indexing and sub-second search across billions of vector embeddings, delivering reliable, cost-efficient video intelligence at unprecedented scale.TwelveLabs' solution transforms massive unstructured video archives into searchable, analyzable assets, powering applications across media, advertising, manufacturing, and government sectors.
Workday has announced the launch of its Agent Partner Network and Agent Gateway, a global ecosystem that enables AI agents from leading technology companies, including Microsoft, Accenture, AWS, Deloitte, and PwC, to seamlessly integrate into its Agent System of Record (ASOR).This integration allows organizations to manage a blend of human and AI agents on a unified platform, streamlining operations in HR, finance, and payroll.The ASOR provides granular control over agent roles, data access, and actions, ensuring accountability and alignment with business objectives.Workday’s Agent Gateway leverages shared protocols to promote collaboration and automation across partner solutions.Agents available via Marketplace include recruitment, financial audit, payroll, and talent mobility capabilities.The platform facilitates secure onboarding and management of partner AI solutions for improved workforce agility and transparency.Partners can easily connect their agents, triggering real-time support and workflow automations for Workday customers.Examples include automating interview scheduling and employee onboarding, demonstrating practical, cross-system operational improvements.End-to-end architecture outlines how Agent Gateway leverages protocols for seamless multi-agent communication.The initiative responds to changing workforce dynamics, where humans and digital agents increasingly collaborate.Industry leaders view the ASOR as foundational for ethically managing the hybrid digital workforce, ensuring measurable outcomes, compliance, and cross-platform innovation.