{"author":{"name":"Ishara Premadasa","slug":"ishara-premadasa","article_count":1,"latest_published_at":"2026-04-20T12:54:45.618+00:00","profile_url":"https://vff.ai/authors/ishara-premadasa","api_url":"https://vff.ai/api/authors/ishara-premadasa"},"articles":[{"slug":"from-hours-to-minutes-how-agentic-ai-gave-marketers-time-back-for-what-matters","title":"AWS cuts webpage publishing time 95% with agentic AI","url":"https://vff.ai/article/2026/04/20/from-hours-to-minutes-how-agentic-ai-gave-marketers-time-back-for-what-matters","content_type":"aggregated_news","summary":"AWS and Gradial built an agentic AI solution on Amazon Bedrock that reduces webpage assembly time from four hours to ten minutes, a 95% reduction. The system automates content publishing workflows by orchestrating page assembly, interpreting natural language requests, and enforcing brand and accessibility standards before publication. Marketing teams can now redirect hours previously spent on manual coordination and review cycles toward strategic work like customer research and campaign optimization.","published_at":"2026-04-20T12:54:45.618+00:00","updated_at":"2026-04-22T00:59:04.768177+00:00","source":{"url":"https://aws.amazon.com/blogs/machine-learning/from-hours-to-minutes-how-agentic-ai-gave-marketers-time-back-for-what-matters/","name":"AWS Machine Learning Blog"},"featured_image":{"url":"https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/04/16/ML-20552-image-1.png","alt":null},"categories":[{"name":"AI Agents","slug":"ai-agents"},{"name":"AI for Business","slug":"ai-for-business"}]}]}