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WebMMU: Multimodal and Multilingual Evaluation of Agent Reasoning on Web

Welcome to the AI research bites. This series of short and informative talks showcases cutting-edge research work from ServiceNow AI Research team. The AI Research Bites are open to all, especially those interested in keeping up with the fast-paced AI research community. Modern web agents can read, but few can see holistically. Despite rapid progress in multimodal LLMs, today's models falter when asked to visually ground UI elements, reason over DOM structures, or edit complex layouts across diverse languages and domains. WebMMU is our attempt to course-correct.

Leading the Way in Accessible Innovation: Voice Input for the AI Platform

What if a broken arm didn't break your workflow? Follow Alice as she faces tough circumstances, but still gets the job done. Nursing a broken arm in a sling, she uses built-in accessibility features like Voice Input for Now Assist to set up the ServiceNow AI Platform for a new client—hands-free. This is how we turn accessibility into opportunity—building forward-lthinking features that solve real problems and work better for everyone.

How AI trust and personalization are shaping CX in Latin America

Every interaction a customer has with a brand helps shape their loyalty and long-term relationship with it. As AI becomes an increasingly central part of customer experience (CX), businesses are arriving at a critical crossroads. When done right, AI has the power to deepen trust and build meaningful, lasting customer connections. But when it falls short, it can unravel hard-earned loyalty.

4 top takeaways from Knowledge 2025

Knowledge 2025 was an event for the history books: three days of exciting keynotes, informative panels, and collaborative breakout sessions that brought together 25,000 ServiceNow customers, partners, investors, and developers. From the keynote stage to the expo floor, we showed the world how ServiceNow puts AI to work for people—in every corner of business. In addition to big announcements shared in the opening keynote, here are four top takeaways from Knowledge.

IDC MarketScape names ServiceNow a leader in facility management applications

I’m thrilled to announce that ServiceNow has been named a Leader in the IDC MarketScape: Worldwide SaaS and Cloud-Enabled Facility Management Applications 2024-2025 Vendor Assessment. We believe this recognition underscores our commitment to delivering comprehensive, innovative solutions that transform facility management for enterprises worldwide.