Arena

Arena is an autonomous AI company that empowers businesses across industries to make high-frequency, critical path decisions fully autonomous. Their mission is to build the future of applied AI by creating autonomous systems that can help supply chains run more efficiently, deliver critical goods and services more affordably, sustainably and equitably to the world, and make microchips safer and more abundant by automating painstaking testing and validation processes that hold back the world's most critical infrastructure.
Arena's flagship product is Autonomy OS, the operating system for autonomous revenue management, supply chain, marketing and sales, and manufacturing. Similar to a physical robot, Autonomy OS is composed of three components: the Sensor, the Brain, and the Arm. The Sensor measures, the Brain makes decisions, and the Arm takes action. The whole system operates automatically and in real-time.

The Sensor component of Autonomy OS ingests and encodes heterogeneous data with different latency profiles, from streaming real-time and structured time series to unstructured data like images and text, into features that train machine learning models. Autonomy OS also augments data with contextual data from Arena's Demand Graph, a daily updating index of factors that affect consumer demand and supply, from product prices and availability by location to demand proxies from social media platforms.

The Brain component of Autonomy OS lets teams build and deploy contextual active learning models that balance exploration with optimization, constantly updating their understanding of a changing world by actively acquiring information. In complex, multiplayer environments where the sequence of actions matters, Autonomy OS provides high-fidelity simulations of your environment to train deep reinforcement learning AI agents and make better decisions.

The Arm component of Autonomy OS integrates with your existing enterprise systems (or builds new ones) to make end-to-end integration easy. Easy to use, configurable UIs enable users to track business impact at various levels, providing visibility down to each individual autonomous decision and its inputs. The arms are integrated back to the sensors, with a robust coupling that enables continuous online learning and self-improvement.

Arena's products have helped some of the world's largest consumer-goods companies transform their sales and supply chains into autonomous, self-learning systems, unlocking massive efficiencies and resulting in a better, more affordable consumer experience. Their target market includes businesses across industries that want to make high-frequency, critical path decisions fully autonomous. Their target industries include retail, manufacturing, supply chain, and renewable energy providers.

The main use cases for Arena's products are autonomous revenue management, supply chain, marketing and sales, and manufacturing. Their products can help businesses run more efficiently, deliver critical goods and services more affordably, sustainably and equitably to the world, and make microchips safer and more abundant by automating painstaking testing and validation processes that hold back the world's most critical infrastructure.

In conclusion, Arena is an autonomous AI company that is building the future of applied AI by creating autonomous systems that can help businesses across industries make high-frequency, critical path decisions fully autonomous. Their flagship product, Autonomy OS, is the operating system for autonomous revenue management, supply chain, marketing and sales, and manufacturing. Their products have helped some of the world's largest consumer-goods companies transform their sales and supply chains into autonomous, self-learning systems, unlocking massive efficiencies and resulting in a better, more affordable consumer experience.