MOUNTAIN VIEW, Calif., Aug. 29, 2024 —Â Orby AI (Orby), a technology trailblazer in generative AI solutions for the enterprise, has announced that it has partnered with Databricks, the Data and AI company, to empower a new era of enterprise automation powered by the industryâs first Large Action Model (LAM) from Orby.
Orby has now joined Databricksâ Built On Partner Program and is leveraging Databricks Mosaic AI to pretrain, build, deploy and monitor its innovative Large Action Model, ActIO, a deep learning model able to interpret actions and perform complex tasks based on user inputs.
âAs the demand for data intelligence increases, Orbyâs AI innovations are a real game changer in enabling enterprise automations that require truly cognizant reasoning,â said Naveen Rao, VP of Generative AI at Databricks.
âOrbyâs unique LAM approach gives organizations the ability to complete tasks with increasing complexity and variability, easily automating complex tasks that, until now, just hasnât been possible or practical,â Rao concluded.
Large Action Model Taking Center Stage
Unlike conventional Large Language Model (LLMs) approaches, which focus on interpreting language and generating responses, Orbyâs unique Large Action Model (LAM), observes actions to automate tasks and make decisions.
Orbyâs LAM simply observes a user at work, learns what can be automated, and creates the actions to implement it. Users then approve the process and can modify the actions at any time, this allows continuous improvement as Orby learns more.
Making generative AI truly useful for the enterprise requires incredible amounts of variable inputs to enable rapid contextual reasoning. Todayâs open source and proprietary LLMs are trained on massive amounts of data, but of only one modality: language. Other multimodal models may allow for variable inputs but lack the complex planning and visual grounding capabilities necessary to translate these inputs into enterprise-ready actions that reason, adjust, continuously learn and improve. Large Action Models are uniquely suited to empower enterprise efficiency, but first must be trained on massive amounts of data across multiple modalities.
âDatabricks Mosaic AI makes it possible to build a multimodal training pipeline at a scale that is essential for delivering unrivaled performance, accuracy and stability,â said Will Lu, Co-Founder and CTO of Orby.
About Orby AI
Headquartered in Mountain View, California, Orby AI is fundamentally transforming the way enterprise teams perform, delivering the only enterprise automation platform that leverages purpose-built generative AI to deliver unprecedented automations of any complexity â at scale â without the costly and cumbersome processes required by legacy systems. Founded by AI experts and engineers formerly at Google and UiPath, Orby AI has raised $35 million in financing from premier investment firms including New Enterprise Associates (NEA), Pear Venture Capital, WndrCo and Wing VC. Learn more at Orby.ai.
Source: Orby AI
