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...
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Apple is making an executive change to try and improve its AI efforts and Siri. Kim Vorrath, who recently helped get the Vision Pro software out the door and has been at Apple for 36 years, has been brought over to Apple’s artificial intelligence and machine learning division and will serve as a “top deputy” to AI boss John Giannandrea, Bloomberg reports.
The company made a big splash about its AI / Apple Intelligence efforts at WWDC last year, but they haven’t had the same impact as things like OpenAI’s ChatGPT or Google’s Gemini. Apple has also been slowly rolling out what it announced, and a big Siri upgrade that lets it understand what’s happening on your screen and take action may not arrive until iOS 18.4. And the company’s AI-powered news notification summaries will be put on pause with iOS 18.3 after criticism that the summaries were incorrect.
By bringing on Vorrath, whose resume at Apple includes work on the original iPhone software group, over to the AI team, it appears Apple wants to bring more rigor to Apple’s AI development. It also indicates that Apple may see AI as a bigger deal for its future than the Vision Pro.
Bloomberg also reports that “the artificial intelligence group is focused on revamping the underlying infrastructure of Siri and improving the company’s in-house AI models” this year, per a memo from Giannandrea.
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