Validio, a Stockholm‑based data‑management startup, has closed a $30M Series A round led by Plural with participation from Lakestar, J12 and several angel investors. The company offers an "agentic data management platform" that automates data monitoring, anomaly detection, lineage tracking and cataloguing, aiming to make enterprise data ready for AI. Validio claims rapid deployment, significant reductions in manual effort and faster issue resolution compared with legacy tools. The funding comes amid growing concern that poor data quality hampers AI adoption, a challenge highlighted by recent industry surveys and research. Read more →

OpenAI announced GPT-5.4, its latest frontier model built for professional tasks such as coding, data analysis, and presentation creation. The model adds native computer‑use abilities, allowing smoother mouse and keyboard interaction across multiple applications. In ChatGPT, GPT-5.4 becomes the default for the Thinking mode, outlining its plan before generating responses and supporting more precise web research. OpenAI positions the model as its most factual to date, citing an 18% reduction in error likelihood versus GPT-5.2. While priced higher for API tokens and limited to enterprise and developer customers, the release signals OpenAI’s shift toward productivity‑oriented revenue streams. Read more →