Organizational Change · The Human Signal

Ford brought back the inspectors AI was supposed to replace

Ford leaned on AI tools to handle quality inspection on its production lines, then started seeing problems slip through that experienced engineers used to catch. The company has now rehired around 350 veteran quality engineers, and its quality rankings have improved since. Speed went up when the AI took over, but the judgment built from years on the floor turned out not to be something a company could hand off completely.

For youIf your team has automated a quality or review step, check who still double-checks the edge cases, and make sure it is a person.

Source: Bloomberg ↗

AI at Work Organizational Change

Microsoft's AI Work App Is Now Live. And the Free Ride Is Over.

Microsoft Copilot Cowork moved out of preview and into its paid version last week, and the billing model changed completely. Tasks now run on a credit system where heavy jobs can cost several dollars each, and scheduled tasks can run overnight without warning anyone. Admins who do not set spending caps before July 1 may face surprise bills.

For youIf your team uses Copilot Cowork, log into the Microsoft admin panel today, find the credit usage settings, and set a cap per user before the billing clock starts running.

Source: The Neuron

AI Agents Compute & Energy Organizational Change

The Gap Between Chatting With AI and Running It Automatically Is Enormous

A new study on the AI economy found that when AI runs automated tasks in the background rather than just answering questions in a chat window, it consumes over a thousand times more computing. That gap is what drives the cost of building AI-powered systems, and it is why costs are so hard to predict. For businesses moving from experiments to real deployments, this is the number that explains the sticker shock.

For youIf your team is moving from trying AI to building anything that runs automatically, get a clear picture of the computing costs before you commit. What works in a demo can be far more expensive at scale.

Source: The Rundown

AI at Work Organizational Change

Microsoft's AI assistant now bills your company by the task, not the seat, starting this week

Until now, most companies paid a flat monthly fee per employee for AI tools in Microsoft 365, but Microsoft's AI assistant, called Copilot Cowork, now charges based on how much computing each task actually required. Heavy users will generate significantly higher costs; light users will generate almost none. Most IT teams have not yet set spending caps, which means some companies will see unexpected charges starting July 1.

For youIf your company uses Microsoft 365, ask your IT administrator today whether a monthly credit cap per user has been set in the admin panel. Without one, AI usage on your team will start creating unbounded costs as of this week.

Source: The Neuron ↗

AI at Work Organizational Change

Outsourcing your AI tools means outsourcing what makes your company different

Microsoft's CEO said publicly this week that every company should build its own AI rather than relying on shared tools like ChatGPT or Claude. His argument: when everyone on your team uses the same outside AI, your competitors learn from the same source and the knowledge your work generates flows back to someone else's system. The companies that build their own AI tools keep their data and their competitive advantage inside their own walls.

For youAsk whoever makes AI decisions at your company whether the tools your team uses are training on your company's data or sending it elsewhere. The answer shapes your strategy in ways that will matter more each year.

Source: Business Insider ↗