In enterprise commerce, totals don't drift because someone forgot algebra. They drift because reality changes: promos expire, eligibility changes when an address arrives, catalog data updates, substitutions happen, and returns unwind prior discounts. When someone asks "why did the total change?" you need more than narration. You need evidence - a trail of facts you can replay and a pure computation that deterministically produces the same result.
VinFast's American ambitions ran high at the beginning of the decade, but they rapidly fell apart after the company found it quite hard to convince buyers to spend their hard-earned money on an electric car made by a newcomer. The fact that the car itself got scathing reviews from established journalists didn't help, either.
We are now in a time of manufacturing where precision is more than a technical necessity; it's a business requirement. The more complex, globally dispersed and demanding things get, the less slack remains in the system. Under these circumstances tolerance management has become a decisive competence and affects competitiveness not only in terms of controlling costs, ensuring quality and improving production efficiency but also for long term market success.
Reverse driving accounts for just 1% of all driving time, yet it's responsible for roughly 25% of all accidents. A dirty backup camera in winter, mud season, or on dusty country roads is not a hypothetical inconvenience but a genuine safety liability, one that most drivers have resigned themselves to either living with or solving by stepping out of the car every time.
They were among the first workers to be laid off as GM cuts one of three shifts. Up to 1,200 autoworkers across the supply chain are expected to lose their jobs. A lot of people have some sort of resentment, but you've just got to go on, move on, said Kendrick Gordon, speaking outside the plant on his last day working for a subcontractor.
While it's appropriate to lament the lack of bipartisan cooperation in Washington, just because something's bipartisan doesn't mean it's a good idea. Exhibit A could be Senator Tammy Baldwin (D-WI) and Senator J.D. Vance's (R-OH) "Invent It Here, Make It Here" bill. Despite the name and its good intentions, it condemns promising federally funded inventions to waste away without doing a thing to build our domestic manufacturing base. It's scheduled to be considered this Thursday in the Senate Commerce, Science and Transportation Committee.
Porter complained about difficulties when trying to insert lines in Excel. (Which, to be fair to Microsoft, is relatively straightforward - need to insert a row? Right-click on a selected row. Need to insert a line in text? Alt+Return is probably going to be your friend.) But then Porter turned to that other productivity stalwart, Word. "Never underestimate Microsoft's ability to make things more complicated," he said.
End-of-line packaging often sits at the quiet end of a production line, yet it carries an outsized responsibility. This is the final checkpoint before products leave your facility, meet customers, and represent your brand in the real world. A single error here can undo hours of upstream efficiency and compromise overall product integrity. That's why building reliability into this stage is essential for both operational efficiency and customer satisfaction.
As the Detroit Three automakers have made fewer cars in Canada over the past decade, Japanese car makers have kept their Canadian footprint consistent, according to a new report. The findings by the Trillium Network for Advanced Manufacturing, a non-profit think-tank at Western University that analyzes manufacturing in Ontario, show a decline in the overall number of cars made in Canada compared to a decade ago. In 2016, 2.3 million cars were assembled in the country; by 2025, that figure fell to 1.2 million.
Shilpan Amin sits at the operational core of General Motors. As the global chief procurement and supply chain officer, his remit cuts across engineering, manufacturing, finance, and the company's vast supplier network. At GM's scale, procurement is not simply about buying parts. It determines how capital is deployed, how risk is priced and absorbed, how quickly vehicles move from design to launch, and how the company navigates geopolitical shocks while protecting long-term margins.
"Collision rates and related costs remain unacceptably high around the world," said Shoaib Makani, co-founder and CEO of Motive. "Organisations need AI-powered driver safety solutions that can perceive and respond in real time. We've added three times more compute, created the first AI dash cam with stereo vision, and added hands-free communication, all in one system, so organisations can detect more risks and act faster. This isn't just a new product; it reflects a shift toward proactive, AI-driven road safety."
As vehicles become platforms for software and subscriptions, their longevity is increasingly tied to the survival of the companies behind their code. When those companies fail, the consequences ripple far beyond a bad app update and into the basic question of whether a car still functions as a car. Over the years, automotive software has expanded from performing rudimentary engine management and onboard diagnostics to powering today's interconnected, software-defined vehicles.
For years, car dealerships had a terrible reputation. Pushy sales tactics, confusing pricing, and long hours spent negotiating made the entire experience feel more like a battle than a purchase. Like many buyers, I assumed that avoiding dealerships altogether was the smartest way to buy a car, especially as online platforms and direct-to-consumer models gained popularity. Over time, however, my perspective began to shift.
General Motors is working to reduce the cost of its electric vehicles, beyond just using cheaper lithium-ion batteries, the automaker said Tuesday during its fourth quarter and full-year 2025 earnings call. The update comes just as the automaker booked over $7 billion in charges related to cutting down its EV ambitions last year, which includes things like contract cancellation fees and converting its Orion, Michigan, EV assembly plant for the production of full-size gas trucks and SUVs.
