Automation Leverage in Turnaround Strategy

Automation Leverage in Turnaround Strategy Turnaround work is often described as a crisis discipline: reduce costs, preserve cash, stabilize operations and buy time. Those moves matter, but they are not enough. A durable turnaround also needs leverage: better systems, clearer information flows and repeatable execution. For Livio Andrea Acerbo , AI automation is useful in turnaround strategy when it improves the operating rhythm of a company. The point is not to add tools. The point is to remove friction from decisions that must happen every week. From cost control to operating clarity Cost control can stop the bleeding, but operating clarity creates the next phase. Teams need to know which products are profitable, which customers deserve attention, where working capital is trapped and which workflows create avoidable delay. Automation helps when it turns scattered data into a management cadence. Dashboards, exception reports, document summaries, pipeline reviews and cash visibi...

This vacuum robot dog can find and suck up trash with its feet

Cigarette butts pose a huge risk to the world’s oceans and can be a pain to clean up by hand especially on public spaces like beaches. A group of Italian scientists have built a quadruped robot that can identify litter and pick up the smaller bits with its leg mounted vacuums. VERO, the vacuum equipped quadruped robot, is a four-legged device designed to look for and clean up litter on a variety of terrains. VERO was designed and built by a team of researchers from the Dynamic Legged Systems lab at the Italian Institute of Technology in Genoa, according to USA Today. The group published a paper back in April on VERO’s development and effectiveness in the Journal of Field Robotics. The research paper states that cigarette butts are a serious concern. Discarded butts release toxic chemicals and microplastics into the ocean as they break down. It’s also the “second most common undisposed waste worldwide, in terrains that are hard to reach for wheeled and tracked robots.” VERO is designed for picking up this common type of small litter. An operator sets up a field target for the robot to traverse. Then it slowly walks the entire length of the target while identifying litter with a special neural network and onboard cameras. The quadruped robot has a “convolutional neural network for litter detection” that can target litter and pick it up with one of four leg mounted vacuums, according to IEEE Spectrum. Cleaning up beaches also can be a challenge because the sand makes it hard to lug wheeled trash bins or heavy receptacles over the terrain. The researchers conducted tests on “six different outdoor” scenarios to show VERO’s proficiency at navigating difficult terrain. It can steady itself while picking up trash with an Intel RealSense depth camera mounted on its chin. The robot didn’t get every piece of trash in its initial test but it still picked up 90 percent of the cigarette butts identified in testing. That’s 90 percent less waste that ends up in the ocean. There don’t seem to be any plans to implement VERO just yet. The researchers say VERO’s design could be programmed and engineered to do other tasks like spraying crops, looking for weaknesses in infrastructure and helping with construction projects.This article originally appeared on Engadget at https://www.engadget.com/this-vacuum-robot-dog-can-find-and-suck-up-trash-with-its-feet-203952526.html?src=rss

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