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Administrators explore sale of some Parker Group entities

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Administrators explore sale of some Parker Group entities

Administrators appointed to several Parker Group eateries have received a time extension to hold a creditors’ meeting and to look into selling off some businesses.

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Stan Kroenke agrees to buy MLB’s Angels, valuing team and regional network at $4B

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Stan Kroenke buys controlling stake in MLB's Los Angeles Angels

Owner Stan Kroenke of the Denver Nuggets on the court before Game 4 of the Nuggets’ NBA Playoffs series against the Minnesota Timberwolves at the Target Center in Minneapolis, Minnesota, April 25, 2026.

Aaron Ontiveroz | Denver Post | Getty Images

Stan Kroenke has added an MLB team to his growing sports empire, agreeing to purchase a controlling stake in the Los Angeles Angels from the Moreno family, according to a release.

The transaction values the Los Angeles Angels and their regional sports network at $4 billion, according to a person with direct knowledge of the deal, who was not authorized to speak on the matter.

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The deal is expected to close in the first quarter of 2027, the release said.

“The Angels are a storied franchise anchored in a great market. We look forward to an exciting future with the Angels organization,” Kroenke, owner and chairman of Kroenke Sports and Entertainment, said in the release.

Denzer Guzman #23 of the Los Angeles Angels and Vaughn Grissom #5 look on during the game between the Cleveland Guardians and the Los Angeles Angels at Angel Stadium of Anaheim on Wednesday, Aug. 26, 2026 in Anaheim, California.

Rob Leiter | Major League Baseball | Getty Images

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Kroenke Sports and Entertainment was valued at more than $26 billion in CNBC’s most recent list of the world’s most valuable sports empires, published in June.

The addition of a baseball team gives KSE ownership in every major professional sport and a deeper presence in one of the top sports and entertainment markets in the world.

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KSE also owns the NFL’s Los Angeles Rams, the NBA’s Denver Nuggets and the NHL’s Colorado Avalanche, as well as Major League Soccer’s Colorado Rapids, the National Lacrosse League’s Colorado Mammoth and the Premier League’s Arsenal Football Club.

KSE also owns SoFi Stadium and the 300-acre Hollywood Park district in Inglewood, California. Kroenke spent more than $5 billion on the stadium, which is home to both the Rams and the Los Angeles Chargers.

“The Moreno Family has been honored to steward the Angels for 23 years and we believe with KSE’s experience and success they are the best next owner for the franchise,” Arte Moreno said in a statement.

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What the 2026 summer box office reveals about theatrical shifts

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What the 2026 summer box office reveals about theatrical shifts

“Spider Man: Brand New Day” and “The Odyssey.”

Sony (L) | Universal (R)

Hollywood has a new summer record.

The domestic box office tallied $4.76 billion in ticket sales during the period between May 1 and Sept. 7, the highest haul in cinematic history.

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The key moviegoing season, which starts the first weekend in May and runs through Labor Day weekend, is a pivotal piece of the theatrical calendar, typically responsible for 40% of the total annual domestic box office.

The previous summer record was cemented in 2013 when films including Disney and Marvel’s “Iron Man 3,” Illumination’s “Despicable Me 2,” Warner Bros.‘ “Man of Steel,” Pixar’s “Monsters University” and Universal’s “Fast & Furious 6” led the period to $4.75 billion. 

The 2026 season was boosted by Sony’s “Spider-Man: Brand New Day” and Universal’s “The Odyssey,” which together contributed more than $1.5 billion to the summer tally, or more than 30%.

It was also helped by an extra week of ticket sales. In 2013, the summer began on May 3 and ended Sept. 2, a period that was seven days shorter.

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“This should be a blueprint for future summers,” said Paul Dergarabedian, head of marketplace trends at Rentrak. “One movie should not have to carry an entire season. You need the event pictures, the family films, the breakout surprises, and the independent films working together to keep people coming back. This summer showed what that combination can deliver.”

The summer 2026 box office ended nearly 10% ahead of 2019, according to data from Rentrak, the year before Covid shutdowns hamstrung ticket sales and before streaming took a bite out of moviegoing in earnest.

This strong showing has positioned the 2026 year-to-date haul to be just 7.5%, or $595 million, behind that pre-pandemic marker and reaffirmed box office analysts’ predictions that the full-year box office can top $10 billion for the first time in seven years.

Heading into the summer movie season, 2026 lagged behind 2019 by 24%, or about $830 million in sales, according to Rentrak.

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While this year’s box office is making gains, the figures don’t tell the full story.

The shifting movie landscape

Here’s how Gen Z is shaping the box office

In 2019, the average movie ticket cost $9.16, according to exhibition trade organization Cinema United. In 2026, a ticket costs an average of $12.75, according to market research from EntTelligence. And that’s just for a standard screening.

PLF tickets average around $18.26, according to data from EntTelligence, with Imax skewing that figure with its $20.57 average ticket price.

Audiences are increasingly opting for these more expensive PLF screenings and have yet to be deterred by the price tag. Tickets are consistently selling out for specialty screenings like Imax’s 70mm showings of “The Odyssey” and the upcoming “Dune: Part Three.”

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There’s such demand for premium screenings that studios are getting creative when marketing their films.

Disney, for example, will be shut out of Imax screens when “Avengers: Doomsday” is released on the same day as the third Dune in December. In response, the company has created a certification for PLF theaters that it’s calling “Infinity Vision.” Essentially, Disney is promoting cinemas that have big screens, “bright images and outstanding sound.”

“When you see the Infinity Vision badge, you know you are in for an incredible theatrical experience,” the company touts on a dedicated website for the certification.

What are moviegoers watching?

At the same time that audiences are embracing big blockbusters on the biggest screens, the theatrical industry has also seen a return of moviegoers for smaller-budget and genre films.

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Notably, this summer movie season didn’t kick off with a big-budget action film or superhero team-up. Instead, the first major hit of the season came with the release of Disney’s “The Devil Wears Prada 2.” That was followed by Universal’s “Obsession” and A24’s “Backrooms,” two low-budget horror films from YouTube creators-turned-filmmakers. 

It was further fueled by residual ticket sales of Lionsgate’s “Michael,” the Michael Jackson biopic, which debuted in April. Then “Toy Story 5” arrived in mid-June. Those five films combined generated more than $1.4 billion toward the summer haul.

“This summer demonstrated the importance of a consistent flow of compelling content that appeals to a wide variety of moviegoers, coupled with the unique draw of the larger-than-life, immersive environment our movie theaters provide,” Justin McDaniel, senior vice president of global content at Cinemark, wrote in a statement last week after the cinema chain surpassed its previous summer box office record ahead of Labor Day weekend.

Marcus Theatres, the fourth-largest theater circuit in North America, also posted a record summer period. The company noted that not only did summer revenue hit an all-time high, but so did its concession, merchandise and food and beverage sales. It also marked the highest summer attendance since 2019 and the highest premium large format screen attendance for any summer, Marcus said.

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“The tremendous turnouts for a wide range of diverse films created unique memory-making moments for all audiences – from the tears to the laughter to the thrills and chills – that cannot be replicated at home,” Jeff Tomachek, president of Marcus Theatres, wrote in a statement Tuesday. “As we look ahead to the rest of the year, several new and highly anticipated films await, giving moviegoers even more reason to enjoy a great time at the movies with friends and family.”

In addition to the dual release of “Dune: Part Three” and “Avengers: Doomsday,” dubbed “Dunesday,” the final four months of the 2026 slate include a slew of horror films — “Resident Evil,” “Clayface” and “Other Mommy” — as well as smaller-budget genre films like “Practical Magic 2,” “Digger,” “Wicker” and “Verity” alongside bigger-budget movies like “The Hunger Games: Sunrise on the Reaping,” “Hexed” and “Jumanji: Open World.”

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Goldman Sachs Warns Oil Could Hit $120

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Alphabet Is Selling 100-Year Debt as Part of a Big Bond Sale

Brent crude could surge above $120 a barrel because of intensified attacks on shipping in the Strait of Hormuz and Red Sea, Goldman Sachs warned in a new oil price forecast.

“Markets are increasingly pricing a prolonged Mideast conflict,” the bank’s analysts said in a research note Monday evening.

Goldman said its baseline assumption was now that Middle East shipping disruptions would continue into next year. It predicted that $120 oil could become the norm in 2027 under its most pessimistic scenario for Middle East crude production, in which the region’s oil exports remain bottlenecked because of persistent tensions.

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Biggest wealth destroyer is not poor performance, but constant search for better returns, says Radhika Gupta

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Biggest wealth destroyer is not poor performance, but constant search for better returns, says Radhika Gupta
For investors, the biggest challenge in wealth creation may not always be finding an investment that delivers poor returns. It can be the tendency to constantly look for something that has performed better. Radhika Gupta, Managing Director and CEO, Edelweiss Mutual Fund, believes that repeatedly moving money in search of higher returns can make investors lose sight of the financial goals they originally started investing for.

Gupta on social media platform X said that, “Most investors start with an absolute goal. “I need 10% returns.” “I need to retire comfortably.” “I need my money to beat inflation and grow.”…………… The biggest wealth destroyer is often not poor performance. It’s the constant search for better performance. “

Also Read | This 58-year-old invests Rs 50,000 in 8 mutual funds. Expert flags portfolio imbalance, suggests rejig

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Gupta said that most investors begin with an absolute goal: they need 10% return, want to retire comfortably and they may want their investments to generate a certain level of returns, beat inflation, build a retirement corpus or accumulate enough money for a specific financial milestone. However, once they start comparing their returns with those of other funds, their expectations can change.

According to Gupta, an investment that was earlier considered good enough can suddenly appear inadequate when a newer or hotter fund delivers higher returns. This can turn an investor’s focus from achieving a financial goal to beating other investments.
Gupta pointed out that the problem begins when absolute performance becomes relative performance. An investor may have a fund that is delivering the returns required to keep the financial goal on track. But if another fund generates significantly higher returns, the investor may feel the need to switch.
This can result in money moving from one fund to another simply because of recent performance. Investors may end up chasing the latest winner without considering whether the fund’s investment strategy, risk level or portfolio is suitable for their own financial goals.
The original goal, however, may not have changed. The amount required for retirement or another financial objective remains the same. What changes is the investor’s perception of what constitutes a satisfactory return.

Gupta believes investors should remember that performance matters, and consistently poor performance should not be ignored. At the same time, unusually high returns should also prompt investors to ask how those returns were generated.

Markets rarely offer a free lunch. Extraordinary returns can come with extraordinary risks, which may be visible through higher volatility or remain hidden until market conditions change.

A fund that has delivered exceptional returns over a particular period may have benefited from a favourable market cycle, a specific sector exposure or an investment style that may not continue to work in the future. Simply moving into such a fund after it has already generated strong returns can expose investors to the risk of entering at the wrong time.

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The tendency to chase performance is not limited to investors. Gupta noted that fund managers can also face pressure to keep pace with better-performing peers.

When investors continuously compare funds based on short-term returns, fund managers may feel compelled to take more aggressive positions to remain competitive. This can increase portfolio risks and encourage a broader market tendency to chase recent winners. As a result, the pursuit of higher returns can become self-reinforcing, with investors and fund managers both responding to what has performed well recently.

Also Read | Silver gave 98% returns in 1 year, but investors made just 18%; 56% investments in loss: Report

According to Gupta, the best investment strategy is not necessarily one that produces the highest return every year. Instead, investors should focus on whether their chosen investment approach can help them reach their financial objectives.

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This means evaluating a mutual fund based on factors such as investment strategy, risk, consistency, time horizon and suitability for the portfolio rather than simply looking at which fund delivered the highest return in the recent past. Once an appropriate strategy has been identified, investors also need the discipline to stay invested through different market cycles.

(Disclaimer: Recommendations, suggestions, views and opinions given by the experts are their own. These do not represent the views of The Economic Times)

If you have any mutual fund queries, message ET Mutual Funds on Facebook/Twitter. We will get them answered by our panel of experts. Do share your questions at ETMFqueries@timesinternet.in along with your age, risk profile, and Twitter handle.

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Nike Slides Near a 52-Week Low as China Slump and Soft Outlook Keep Pressure on Turnaround

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Vinted Down: Users Report Login, App Errors As Complaints Rise

BEAVERTON, Ore. — Nike shares slipped again Wednesday, hovering just above a fresh 52-week low as investors treated the sportswear giant’s turnaround as a multiyear project with China still unfinished.

The stock traded at $37.06 around 12:09 p.m. Eastern, down $1.04, or 2.74%. It touched $37.95 on Sept. 3, then closed Sept. 4 at $38.40. The 52-week high is about $77. The November 2021 peak near $179 is now a historical footnote: the shares are down roughly 79% from that high, and the company that once commanded a 50-times earnings multiple now trades in the low-to-mid 20s on underlying profit.

There was no new quarterly print on Wednesday. The tape is still digesting fiscal 2026 results released June 30 for the year ended May 31, and a first-half fiscal 2027 outlook that calls for more sales declines. Broader pressure on discretionary names — oil near $100 a barrel after fighting around the Strait of Hormuz — did not help a brand that sells $150 sneakers.

Fiscal 2026 revenue was $46.4 billion, flat in dollars and down 2% in constant currency. Diluted earnings were $2.10 a share, down 3%. Strip out a one-time tariff recovery and underlying earnings were about $1.58, according to analyses of the company’s own breakout. Net income was $3.1 billion, versus $3.2 billion a year earlier. Nike Direct, the stores-and-apps channel that was supposed to be the future, fell 6% to $17.7 billion. Digital dropped 12%. Wholesale was the relative bright spot. Footwear, still the core, was about $29.5 billion, down 2% in constant currency; units fell 1%. Apparel rose 4% to about $13.4 billion.

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The fourth quarter told the same story in sharper type. Revenue was $10.97 billion, down 1% to 4% depending on the comparison, the lowest quarterly haul since early 2022. Greater China sales fell 17% in constant currency. That was better than the 20% drop the company had flagged three months earlier, and worse than the 10% decline in the third quarter. A $986 million tariff-related refund lifted quarterly net income to $1.07 billion and gross margin to 49.2%. Without it, management said margin would have been roughly flat; Reuters put the ex-refund margin near 40.2%.

Chief Executive Elliott Hill did not dress it up. “Overall, the results aren’t there yet,” he said on the post-earnings call. “We know we’re not living up to our full potential.” In March he had already said the turnaround “is taking longer than I would like.”

Chief Financial Officer Matthew Friend was equally plain about the backdrop. “The environment around us continues to be volatile,” he told investors, citing tariff risk, Middle East disruption and weak sentiment tied to high oil prices. Nike guided first-quarter fiscal 2027 revenue down in the low-to-mid single digits, with no currency tailwind, and said the first half of the new year would still shrink. Second-quarter sales were expected to decelerate from the first because of last year’s digital promotions in Europe and the timing of North America wholesale shipments. Gross margin was seen slightly positive in the first quarter as tariff year-over-year comparisons ease. Friend has said the first quarter of fiscal 2027 should be the last in which higher tariffs remain a material margin headwind.

The map of the business is split. North America has been “leading the way,” in Hill’s earlier phrase: wholesale up sharply in some recent periods, running posting multiple quarters of double-digit growth, football contributing. Sportswear and Jordan streetwear — together about half of sales — remain weak, with discounting and a soft order book. Management has said those two lines will stay negative in fiscal 2027, with hope for a better second half. Converse is in a reset. EMEA has dealt with traffic and promotion noise.

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China is the structural problem. It is roughly 15% of Nike’s revenue, third after North America and EMEA. Domestic rivals such as Anta and Li Ning have taken share. Sell-through has lagged plans. Nike is cutting shipments to clean a marketplace it flooded in prior years, which makes reported sales look worse before they look better. Friend has said China will take more time. Hill has pointed to more than 5,000 mono-brand stores that need investment and “distinct sport experiences.” Running has grown there even as the total has fallen — a thin green shoot.

Hill’s “Win Now” plan is familiar: fewer promotions, more product distinction, a return to wholesale partners after years of pushing consumers onto Nike.com, and a focus on running and football first. Inventory units have come down. That cleanup costs revenue now so it can stop costing margin later. Competitors Hoka and On did not wait for Nike to finish the clean-out.

Wall Street’s posture matches the chart. Consensus is Hold, with targets clustered in the low $50s — a large percentage gap from $37 that assumes the second half of fiscal 2027 actually inflects. Earnings estimates for fiscal 2027 have been cut because the tariff refund does not repeat; analysts have talked about EPS near $1.71, down almost a fifth.

A $37 stock on a still-profitable $46 billion brand is not a bankruptcy price. It is a price that no longer pays for brand immortality. Every point of China decline and every quarter of Sportswear discounting chips the multiple. Hill has two jobs that pull against each other: keep the marketplace clean, which suppresses sales, and prove the logo still moves product at full price. Wednesday’s 3% dip is not a new thesis. It is the old one, marked to a 52-week low while oil is high and sneakers are optional. The next earnings date will test whether running and North America can outrun China and streetwear. Until they do, $37.06 is what a turnaround looks like when the results, in the chief executive’s words, are not there yet.

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Global Market: Amazon diversifies debt funding with first Sterling bond offering

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Global Market: Amazon diversifies debt funding with first Sterling bond offering
Amazon began marketing sterling-denominated bonds for the first time on Wednesday, as major technology companies accelerate fundraising across global currencies to finance heavy investment in artificial intelligence infrastructure.

According to Reuters, citing three banks managing the transaction, Amazon set initial price guidance at around 70 basis points above comparable British government bonds for a three-year tranche.

Read more: Global Market: South Korean shares surge as Samsung, SK Hynix rally on AI optimism

The company also indicated initial spreads of around 90 basis points over UK government bonds for a six-year bond, 105 basis points for a 12-year bond and 110 basis points for a 19-year bond, according to a memo circulated by the banks.

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The bond sale is expected to be priced later on Wednesday.


Read more: Global Market: Japan bond yields ease as yen strength tempers BOJ tightening bets
Amazon’s move comes as so-called hyperscalers step up borrowing to fund the rapid expansion of data centres, computing capacity and other infrastructure needed to support the artificial intelligence boom.Reuters reported that major technology companies have increasingly turned to bond markets outside the United States this year, raising funds in currencies including euros, Swiss francs and yen. The strategy allows companies to diversify their sources of financing as spending on AI infrastructure drives their funding requirements higher.

The expansion of AI-related capital expenditure has pushed large technology companies to seek financing on a broader range of debt markets, while investors have gained access to highly rated corporate issuers across multiple currencies.

(Disclaimer: Recommendations, suggestions, views, and opinions given by experts are their own. These do not represent the views of The Economic Times.)

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Rise Wellness unveils prebiotic soda

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Rise Wellness unveils prebiotic soda

SALT LAKE CITY — USANA Health Sciences, Inc. is expanding its Rise Wellness brand with Protein Pop Balance, a ready-to-drink protein beverage formulated with prebiotics.

The functional soda contains 15 grams of protein, including 10 grams of clear whey protein isolate, along with 5 grams of collagen and 5 grams of fiber. The soda is sweetened with stevia lead extract blend and is free from caffeine.

The lineup includes lime slush, tropical pineapple, watermelon lime and fruit punch flavors.

“Protein Pop Balance is all about giving people a lighter way to stay on track,” said Darin Perry, chief executive officer of Rise Wellness. “It’s a smart way to support your gut and your protein goals at the same time — without it feeling heavy. Balance brings together prebiotics, protein, collagen and fiber in one can that’s easy for consumers to grab and go.”

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The functional soda will launch at major retailers and online this month. 

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Air traffic failure was avoidable, says Transport Secretary

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A man wearing a grey hat and blue and navy 1/4 zip and teen boy with brown hair wearing a navy top. They are both holding tennis rackets

A technical failure of the UK’s air traffic control system that has caused widespread flight chaos was avoidable, according to the Transport Secretary.

Heidi Alexander told the Commons she had ordered an independent investigation by the aviation watchdog into the system operated by Nats, which went down for four hours on Tuesday.

More than 2,000 flights have been cancelled as disruption continued for a second day with passengers stuggling to fly out of and into the UK.

After meeting with the boss of Nats, Martin Rolfe, Alexander said a cyberattack could be ruled out, but she added: “I do not believe this issue was unavoidable.”

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Nats has apologised for its third major technical fault in three years.

Alexander said she discussed with Rolfe how Nats, which is 49% owned by the government, “responded to resolve and minimise the disruption as quickly as possible”.

She said there had to be “tough questions about resilience of Nats systems”, adding: “We also need to think about consumer redress issues.”

Earlier on Wednesday the government said it had confidence in Rolfe, who has led Nats for 11 years as airlines such as Wizz Air and Ryanair called for him to step down.

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Nats has been asked to investigate the incident and report back in one week. But Alexander said she has also asked the Civil Aviation Authority to conduct an independent review and present an update in six months’ time.

Airlines UK, which represents the country’s carriers, said it had written to Alexander to “register serious concerns over yesterday’s technical failure at Nats – the third major system failure in three years – which has caused major disruption across the UK’s aviation network”.

Airlines UK’s chief executive Tim Alderslade, said: “The result is a system where airlines pick up the bill for the mistakes of others, while the organisations responsible face little or no financial consequence.

“Accountability should sit where responsibility lies and the Civil Aviation Bill offers the opportunity to address this.”

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It is not the first time disruption has blighted Nats’ control system. In 2023, a computer shutdown over the August bank holiday weekend caused chaos for 700,000 passengers.

It took an engineer, who had been unable to correct the fault from home, three hours to get to work.

There was another, smaller Nats outage in 2025, which caused 150 cancellations.

Nats is a public-private partnership, with the government holding the majority stake. The rest is split between a group of UK airlines including BA, easyJet and Virgin Atlantic as well as Heathrow and Nats staff.

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Ferrarelle sparkling waters trickle into US

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Ferrarelle sparkling waters trickle into US

WOODBURY, NEW YORK — Arizona Beverages is partnering with Italian mineral water maker Ferrarelle to launch the beverages in the United States.

The collaboration includes 16.9-oz canned formats of Ferrarelle’s sparkling and still waters.

Additionally, the Italian water brand is partnering with Arizona to add an exclusive collection of flavored sparkling waters. The sparkling canned waters include varieties such as orange and tangerine (Capri style), grapefruit and elderflower (Sicilian inspiration) and lemon and basic (Amalfi dream).

“The US has long been an important part of Ferrarelle’s international journey, and this partnership marks a new level of ambition for our business in the market,” said Carlo Pontecorvo, chairman and chief executive officer of Ferrarelle. “Arizona and Ferrarelle bring complementary strengths and, together, create the conditions to build something neither could achieve alone. For us, this is the essence of a strong international strategy: choosing the right partners, combining capabilities and creating the foundation for sustainable, long-term growth.”

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The canned sparkling waters will launch in retailers nationwide.

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AI’s speed in supply chain frees up time

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AI’s speed in supply chain frees up time

KANSAS CITY — Artificial intelligence (AI) quickly gathers information from commodity reports, production lines and customer orders, opening up more time for buyers and purchasers. More advanced AI programs may give recommendations, too, but successful AI implementation in supply chains will require the right program or programs, the correct data and human oversight.

AI reduces the time needed to gather information and maintain spreadsheets, said Erin Nazetta, an executive adviser for agriculture, commodities and global risk.

“It is freeing up time for buyers, purchasers and the decision-makers to focus a little bit more on relationships and decisions,” she said.

Nazetta, who has experience across investment management, banking and global agribusiness and previously worked for Rabobank and Bunge, spoke at the Sosland Purchasing Seminar, held in June in Kansas City. She electronically fielded a poll on AI in a session that had over 100 attendees. Forty-eight percent said their companies were experimenting with AI through pilots with no commitment, compared with 24% not using AI yet, 18% deployed in real workflows and 10% embedded in daily work.

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“Things are moving fast,” Nazetta said. “But again, in our industry, which is still very physically driven and (where) some pieces of the information and the processes are not digitized, it’s a little bit slower than in other industries, I would say, to be able to adopt AI.”

Research from Aptean, a supplier of vertical AI and industry-specific software, showed that 23% of food and beverage organizations said that AI was essential to their workflows and decision-making, said Katherine Parr, senior food and beverage solutions consultant at Aptean.

“Daily commodity reporting is exactly the kind of activity that’s moved from a once-a-week manual pull to something people expect AI to help with every single day,” Parr said.

AI may track baking ingredients such as flour, sugar, cocoa and butter or other fats, she said.

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“AI-supported reporting can help a bakery track how a flour lot’s protein content or a swing in cocoa prices are likely to affect dough yield or formulation cost, so a team can see that impact before it hits the production schedule, not after,” Parr said.

AI may reduce the time that lines are shut down to clean out allergens.

“You don’t want to spend all your shift time with your lines down for washouts,” Parr explained. “You want to start with the least allergenic items and then move on to the items with allergens. This can also be relevant for colors of items or flavor profiles. Having an AI tool can help intelligently schedule items in an order that helps minimize those changeovers and downtime.”

Weather and tariffs are the next frontier for AI in sourcing, she said.

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“Predicting exactly how a drought affects a wheat crop, or how a new tariff schedule hits one specific imported ingredient, means layering external weather and trade data on top of operational data,” Parr said. “That’s the direction this is heading, and it’s where I expect the most value to unlock next for buyers managing ingredient risk.”

AI programs: a closer look

Large language models (LLMs) and agentic AI are two examples of programs in the AI realm.

“So the way I’d put it is, a large language model is reactive,” Parr said. “You ask it something or give it a prompt, and it gives you an answer, a summary or an analysis right then. Agentic AI actually goes and does something. It can run a multi-step process on its own, like watching a vendor’s on-time performance, flagging when it slips, and routing an approval to the right person, with a human still signing off along the way.”

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LLMs are fast and conversational with minimal setup, she said, but agentic AI would be better for tasks that need to happen the same way every day, such as flagging inventory nearing expiration and routing it for markdown.

“That distinction between technologies matters,” Parr said. “Our research found 63% of food and beverage organizations are using general-purpose AI, but only 46% have put in AI built specifically for their industry.

“The ones using industry-specific tools are consistently more likely to see improvements in competitive positioning, workforce morale and forecast accuracy. A general-purpose tool can answer a quick question just fine. It’s the industry-specific, workflow-aware tools that actually move the business metrics that matter.”

Aptean compared generic AI programs with industry-specific AI programs. Forecast accuracy, after switching to a generic AI program, increased by 19%, but switching to an industry-specific AI program increased accuracy by 29%.

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Nazetta said industry-specific platforms might cover commodities or lengthy legal documents.

“What is it that you’re trying to solve, and what’s the best tool to get the best outcome for that task?” she said, adding, “The winners aren’t necessarily going to have the best model. The winners are going to be able to combine their proprietary data with their commercial judgment and have the ability to act on it.”

AdobeStock_2122356194.jpg

Anyone selling full automation without a human checkpoint is selling risk, said Marc Losito, vice president of regulatory solutions for FoodChain ID.

| Photo: ©ARSENII – STOCK.ADOBE.COM

Two models in one

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An LLM model answers a question, and agentic AI takes an action, said Marc Losito, vice president of regulatory solutions for FoodChain ID, which helps customers mitigate supply chain risk, strengthen audit-ready compliance and accelerate product innovation.

The company has built FoodChain ID Scout to do both. The LLM layer reads and generates language: It summarizes human-curated regulatory and commodity data or drafts a report when asked, Losito said. The agentic layer chains multiple steps together without a person prompting each one. The agentic layer pulls the data, checks it against a proprietary rule set, flags the exception and routes it to the right person.

FoodChain ID Scout connects proprietary data from FoodChain ID with partner data and public data streams such as commodity futures, weather, and geopolitical and trade feeds.

“AI does the connecting work across all of it,” Losito said. “Most solutions confirm a food safety problem after it shows up as a border rejection or a failed audit. Scout is built to catch the earlier signal — a fertilizer market shock, a crop forecast, a tariff change — and map it against the documented fraud and compliance patterns that follow, specific to a company’s own ingredient and supplier portfolio.”

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AI turns commodity tracking from a manual literature review into continuous, intelligent monitoring.

“Instead of an analyst pulling CME futures, USDA WASDE data and weather feeds by hand every morning, FoodChain ID Scout ingests all of it in real time and flags deviations outside historical norms,” Losito said. “The report stops being a data dump and becomes an exception list: what moved, why and what it means downstream. Purchasing teams get the hours back and catch signals days or weeks before a manual scan would surface them.”

He gave an example of FoodChain ID Scout analysis after the Strait of Hormuz closed due to US conflicts with Iran. Since the strait carries roughly a third of global seaborne fertilizer trade, Chicago Mercantile Exchange urea futures spiked within weeks, Losito said.

“For the market, that was read as an energy story, not a food story,” he said. “But fertilizer scarcity forces farmers to cut application rates and shift acreage away from fertilizer-intensive crops, which tightens wheat, corn and soy supply, the exact inputs behind flour, starches and syrups in baked goods.”

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Tightened grain supplies historically trigger economically motivated adulteration such as dilution, species substitution and mislabeled origin, he said.

“AI connects a commodity futures shift to that documented fraud pattern and gives a bakery’s sourcing team a three- to four-month head start on supplier requalification and incoming testing, instead of finding out from a border rejection,” Losito said.

Scout also is designed to watch weather anomalies against crop calendars, tariff announcements against harmonized tariff schedules and currency moves against sourcing geography.

Avoiding “garbage” data

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The need for accurate data is found in a term heard often in the AI industry: garbage in, garbage out.

“So, I would say this comes back to something I tell people all the time: You don’t get to good reporting without a good data backbone first,” Parr said. “A lot of the businesses I talk to are still on QuickBooks or spreadsheets. So, before you can even think about what AI can do with commodity pricing, you need your data in one place. Once that’s true, a planner can ask a plain-language question, like which ingredient costs moved the most this week, and get an answer instead of pulling numbers out of five different systems.”

An Aptean 2026 survey found that 81% of food and beverage decision-makers said data quality and access was the biggest challenge to successfully implementing AI.

Nazetta added that data might not be perfect.

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“If you have a junior analyst and still you want to go in and double-check their work, I think this is probably a similar situation,” she said.

Humans needed

After implementing AI programs, companies still need buyers, sellers and hedgers, Nazetta said. AI pulls the data together quickly, “but at the end of the day, you still need that experience and that wisdom (that) comes from within the industry and understanding what questions to ask and then ultimately being the one that pulls the trigger.”

Parr said AI can find a risk or make a recommendation, but planners or buyers can make the final call on financial decisions like purchasing commodities.

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“This could look like AI making purchasing suggestions based on market conditions, vendor compliance and lead times,” she said. “Then, an experienced person can take a look, then confirm those suggestions. What we want the AI to do is take on some of the effort and time it takes to compile all those outside factors and then have a person spend time on confirmation and action.”

Generic AI is fast at pattern detection but is “tragically poor” at judgment, Losito said.

“It can tell you a signal is unusual,” he said. “It cannot tell you with certainty what it means or what to do about it, especially when the decision touches supplier relationships or regulatory nuance that shifts by jurisdiction. Every credible AI deployment in this space keeps a human in the loop for validation and the final call. Anyone selling full automation with no human checkpoint is selling you risk.”

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