Runtime discovery with AWS Agent Registry can help address a problem that agent demos might hide. Hardcoded tools work fine for a handful, start to degrade at a few dozen, and become unmanageable beyond that. Enterprise systems expose hundreds of internal APIs for pricing, support, orders, inventory, and customer data. In these systems, the model…
Industrial AI will not transform automation until it can move from advice to action. ARC analysts were recently briefed on Xentara, a runtime platform developed by embedded ocean GmbH for what the company describes as the next stage of industrial automation: physical AI. The ambition is to move AI beyond dashboards, offline analytics, and cloud…
Agents are no longer experiments. They process claims, write and review code, coordinate across systems, and run for hours without supervision. As agents take on more complex, longer-running work, the infrastructure underneath them must evolve just as fast.
