Orby AI

Compelling piece by Christopher Mims, Technology Columnist at The Wall Street Journal - While many companies are weaving #AI into existing products, Orby is doing things a little differently. Our #AIAgents automate complex workflows from start to finish, like helping our customers at JLL manage thousands of invoices each year. This new class of #AgenticAI is a game-changer for businesses looking to improve enterprise efficiencies with AI. Exciting times ahead in AI innovation! #Automation #GenAI #OrbyAI https://lnkd.in/d6Z2cmRX

I recently had the privilege of spending an afternoon with a diverse group of finance leaders in the Bay Area, diving deep into the future of finance in the AI era. Amid the excitement, skepticism, and bold ideas shared, one thing was clear: while we’re still in the early days, AI has enormous potential to reshape finance functions. My biggest takeaways: - People matter as much as the tech—successful AI adoption starts with the right talent and collaboration. - Prove value early—quick wins help build momentum and trust. - AI should amplify impact—it’s not just about automation but driving smarter, more strategic decision-making. Get the full recap here:?https://lnkd.in/gzh22azj #AIinFinance #FinanceLeadership #Automation

“One of the lasting benefits is staying in touch with my classmates after the program ended. These relationships among students are lifelong assets.” — Dannielle Dan Born and raised in Inner Mongolia, China, Dannielle Dan came to the U.S. in 2008 to study computer graphic design — specifically, interactive design. As she progressed in her career, Dannielle knew she had the experience and expertise to lead teams and get results. But she needed the knowledge and tools to increase her influence and impact. Dannielle then got a new role as a Senior UX Designer at PayPal for Merchants. “I felt ready for a leadership role, but I struggled with how people perceived me,” she says. So, she decided to explore leadership education programs. She joined Stanford GSB Executive Education’s High-Potential Women Leaders Program, a two-week live online program designed to transform the way participants negotiate, manage teams, and lead. The program, she says, impacted her work immediately. “The learnings about negotiation and executive presence are things I use in my job every day,” Dannielle says. “As a designer, pretty much everything I do involves negotiation… Learning the principles of negotiation and how to establish an executive presence on a video call was crucial.” Curious about Dannielle’s story? Read more about her and the lifelong relationships she formed in the High-Potential Women Leaders Program here: https://lnkd.in/gPdFTprG

Is #AI the new #RocketScience? In my new blog post, I explore the similarities and connections between the two seemingly distant relatives, and reflect on what today's AI scientists can learn from their rocket cousins, plus what makes AI science unique:

Really proud to see the Orby AI team pushing the boundaries of what’s possible in agentic automation, making AI agents more adaptable, efficient, and capable of handling complex workflows autonomously. Today, our research team released a Generic Agent Framework and Self-Adaptive Interface Learning technique to allow agents to learn and execute complex tasks without human intervention. Using this framework, Orby agents achieved SOTA performance on key industry benchmarks. Check out our latest research:?https://lnkd.in/gmRhJQPD

Can an open-source multimodal model be trained to achieve SOTA performance on challenging online GUI agent benchmarks without any human input? ?? Of course! Over the past few months, the team at Orby has developed a simple yet powerful agent framework that enables SOTA foundation models to achieve higher success rates on various benchmarks—without requiring website- or benchmark-specific prompting. By leveraging this framework and Self-Adaptive Interface Learning (SAIL) technique, we have developed a GUI agent, fully powered by fine-tuned open-source models, that achieves SOTA performance on WebArena. Huge congrats and thank you to the team, Cheng Chang, Gang Li, Ignacio Cases, Peng Qi, Ph.D., Sanjari Srivastava, Yining Mao. Check out our latest research here: https://lnkd.in/d8vyGdue

Big news from our research team today! Orby AI has achieved a major breakthrough in enterprise automation. Using our proprietary generic agent and SAIL techniques,?Orby AI agents can generalize across applications and adapt to new interfaces without manual intervention — eliminating brittle, task-specific automation. This means greater resilience, faster deployment, and more scalable automation for complex workflows. Learn more here:?https://lnkd.in/dWggV565 #AIAgents #EnterpriseAutomation #OrbyAI

How do we get AI agents to autonomously learn and execute real-world tasks without hand-tuning? At Orby AI, we tackled this challenge by developing Self-Adaptive Interface Learning (SAIL)—a new approach that allows our Large Action Model (ActIO) to dynamically interpret and navigate unfamiliar interfaces. By leveraging this technique, our agents achieved state-of-the-art performance on WebArena (37.5% success rate) with an open-weight model, outperforming both open-source and proprietary models in real-world web tasks. Huge congrats and thank you to the team Yanan Xie Sanjari Srivastava Gang Li Cheng Chang Ignacio Cases Yining Mao! Check out our latest research here:?https://lnkd.in/gk7Aw-Mj #AIAgents #GUI #OrbyAI

AI agents just took a massive leap forward. The Orby AI research team is advancing the field by providing a reliable framework that enables AI agents to generalize across diverse environments, achieve SOTA performance, and drive real-world enterprise impact. Read the latest: https://lnkd.in/dS3eqRtB #AIAgents #OrbyAI #GUI #EnterpriseAutomation #AgenticAI

AI Agents that browse the web and take actions on your behalf are emerging (see OpenAI Operator). Now Orby AI brings agents to enterprise IT. By Richard MacManus feat. WILL (Dongxu) LU | #AgenticAI #AIAgents