Fortune | FORTUNE 07月16日 19:04
Delta moves toward eliminating set prices in favor of AI that determines how much you personally will pay for a ticket
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达美航空计划利用人工智能(AI)实现机票的个性化定价,目标是在年底前将20%的机票价格由AI决定。目前,约3%的机票价格已由AI确定,是9个月前的三倍。这种做法引发了对隐私和公平性的担忧,批评者认为航空公司正在试图“入侵”消费者的心理,以确定他们愿意支付的价格。尽管达美航空声称其定价基于行程相关因素,并遵守联邦法律,但个性化定价的长期影响仍不确定,消费者可能面临价格歧视的风险。

✈️ 达美航空正积极推进AI定价策略,计划在年底前将20%的机票价格由AI决定,并逐步取消静态定价模式。

🤖 达美航空通过与Fetcherr合作实现AI定价,Fetcherr是一家以色列公司,其他客户包括Azul、WestJet等航空公司。AI被描述为“超级分析师”,全天候工作以确定最佳价格点。

🤔 这种个性化定价引发了对隐私和公平性的担忧。批评者认为,航空公司试图通过AI来了解消费者愿意支付的价格,从而进行“价格歧视”。

⚖️ 虽然行业专家预计AI将为达美航空带来更多收入,但对乘客的影响尚不确定。短期内,AI可能意味着更多折扣;长期来看,航空公司可能会要求乘客登录账户才能获得优惠,从而实现完全的个性化定价。

By the end of the year, Delta plans for 20% of its ticket prices to be individually determined using AI, president Glen Hauenstein told investors last week. Currently, about 3% of the airline’s flight prices are AI-determined, triple the portion from nine months ago. 

Over time, the goal is to do away with static pricing altogether, Hauenstein explained during the company’s Investor Day in November.  

“This is a full reengineering of how we price and how we will be pricing in the future,” he said. Eventually, “we will have a price that’s available on that flight, on that time, to you, the individual.”

He compared AI to “a super analyst” who is “working 24 hours a day, seven7 days a week and trying to simulate… real time, what should the price points be?”

While the rollout would be a “multiyear” process, he said, initial results “show amazingly favorable unit revenues.” 

Delta accomplishes this pricing through a partnership with Fetcherr, a six-year-old Israeli company that also counts Azul, WestJet, Virgin Atlantic, and VivaAerobus as clients. And it has its sights set beyond flying. “Once we will be established in the airline industry, we will move to hospitality, car rentals, cruises, whatever,” cofounder Robby Nissan said at a travel conference in 2022.

‘Hacking our brains’

While Delta is unusually open about its use of AI, other carriers are likely to follow. Already, United Airlines uses generative AI to contact passengers about cancellations, while American Airlines uses it to predict who will miss their flight.   

“Personalized pricing has been an airline goal for the past decade and a half,” Gary Leff, a travel industry authority who first noted Delta’s AI strategy, told Fortune. “Delta is the first major airline to speak so publicly about its use of AI pricing, to tout it for its potential upside at its investor day in the fall and to offer concrete metrics around its use in its recent earnings call.”

Privacy advocates noted Delta’s development with concern.“They are trying to see into people’s heads to see how much they’re willing to pay,” said Justin Kloczko, who analyzes so-called surveillance pricing for Consumer Watchdog, a California nonprofit. “They are basically hacking our brains.”  

Sen. Ruben Gallego (D-Ariz.) called Delta’s practice “predatory pricing,” saying, “I won’t let them get away with this.” 

A Delta spokesperson told Fortune the airline “has zero tolerance for discrimination. Our fares are publicly filed and based solely on trip-related factors like advance purchase and cabin class, and we maintain strict safeguards to ensure compliance with federal law.” 

The spokesperson did not immediately answer follow-up questions on what those safeguards were, whether they are human or automated, or where the 3% of fares that are currently set via Fetcherr are publicly filed. 

‘Fair’ pricing is over

To be sure, airlines have long offered different prices to different people, even for the same route, based on factors like how travelers book—directly, via a comparison-shopping site or a travel agent—or how far in advance they shop. As far back as a decade ago, travel websites showed different prices for precisely the same itinerary based on details like which browser a purchaser was using to search for fares. But the use of AI supercharges this type of price discrimination and puts airlines into a legal gray area.

AI isn’t just optimizing business operations, but fundamentally rewriting the rules of commerce and consumer experience,” Matt Britton, author of Generation AI, told Fortune. “For consumers, this means the era of “fair” pricing is over. The price you see is the price the algorithm thinks you’ll accept, not a universal rate.” 

White differential pricing is not illegal per se, federal laws prohibit charging different rates to people based on their sex or ethnicity, and the use of some identifiers like ZIP codes have been shown to have a disparate impact on protected classes. Without a public record of all fares, it would be difficult, if not impossible, to determine if Delta is charging vastly different fares to people based on their membership in a protected class.

To complicate matters, while industry experts expect the impact of AI to mean more revenue for Delta, the impact for individual passengers is less certain. In the short-term, AI might mean more discounts offered upfront when Delta needs to fill seats, said Leff. Short-term, shoppers might benefit from using a VPN and clearing cookies when browsing for airfares, but long-term, Delta and other airlines might require passengers “to be logged in for purchase of tickets in order to obtain status benefits from an airline, essentially being fully within their ecosystem to gain the benefits of that system (i.e. submit to personalized pricing to get extra legroom seats),” Leff said. Early research on personalized pricing isn’t favorable for the consumer. Consumer Watchdog found that the best deals were offered to the wealthiest customers—with the worst deals given to the poorest people, who are least likely to have other options.

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达美航空 AI定价 个性化定价 机票价格 消费者权益
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