According to @pictoryai, during their latest webinar, Vishal showcased a live demonstration of a full-stack automation workflow that integrates HubSpot data, AI-selected storyboards, and personalized video generation, all powered by intelligent large language model (LLM) prompts. This process, which previously required weeks of manual effort, now operates in minutes, significantly accelerating video content production and enabling greater creative freedom for businesses. The demonstration offers concrete evidence of how AI-driven automation can optimize marketing workflows, reduce production time, and unlock new business opportunities in personalized media at scale (Source: @pictoryai, August 27, 2025).

According to Google DeepMind, their newly unveiled reference-powered video generation AI enables users to upload personal assets and generate videos that align precisely with their creative vision (source: @GoogleDeepMind, Twitter, May 21, 2025). This technology streamlines video creation workflows for marketing, advertising, and content production industries by allowing direct integration of user assets, reducing time and cost for bespoke video content. The system leverages advanced generative AI models to ensure high fidelity and consistency, offering businesses new opportunities to scale personalized video campaigns and accelerate creative processes.