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Uber keeps AI spending stable using cheaper models and employees tracking cost, CFO says

Created at 5 Aug · 3:21 PM1 source↑ Market-relevant
IN SHORT

Uber's chief financial officer, Balaji Krishnamurthy, stated that the company maintained stable AI spending in the second quarter by utilizing lower-cost models, optimizing defaults for various use cases, and enabling employees to better manage their AI expenses. This approach has led to a decrease in cost per token.

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Key Numbers

10%customer service workers laid off
0.5%rides in self-driving cars per week
300 milliontotal trips via app per week

Who's Involved

Balaji Krishnamurthy
Uber CFO who detailed AI cost management strategies
Dara Khosrowshahi
Uber CEO discussing AI's gradual impact and small improvements
Praveen Neppalli Naga
Uber CTO whose past AI spending went viral
Uber keeps AI spending stable using cheaper models and employees tracking cost, CFO says

↳ Why This Matters

Uber's approach to managing AI costs demonstrates a practical strategy for integrating revolutionary technology into existing business operations without incurring unsustainable expenses, potentially serving as a model for other companies navigating similar challenges.

Key facts

  • Uber maintained stable AI spending in Q2 by using cheaper models and employee cost management.
  • Cost per token has declined due to these strategies, even as AI adoption increased.
  • CEO Dara Khosrowshahi stated AI is being applied through many small improvements, not large singular hits.
  • The company laid off about 10% of customer service workers, citing AI efficiency gains.
  • Uber's Cart Assistant feature has shown to double the average order size for grocery shoppers.
  • Uber is strategically managing its artificial intelligence spending by implementing a multi-faceted approach that includes utilizing more cost-effective AI models and empowering employees to monitor and control their AI expenses. CFO Balaji Krishnamurthy reported that these measures have successfully stabilized overall AI expenditure during the second quarter, even as the company's adoption of AI technologies continues to grow.

    Krishnamurthy explained that by setting optimized defaults for various use cases and enhancing employee awareness of AI costs, Uber has seen a reduction in its cost per token over recent months. This contrasts with an earlier incident where CTO Praveen Neppalli Naga's comment about exhausting the 2026 Claude Code budget within months went viral, highlighting potential cost concerns.

    CEO Dara Khosrowshahi emphasized that Uber's AI strategy focuses on incremental improvements across its ecosystem rather than seeking a single revolutionary breakthrough. He cited destination suggestions within the app, which accurately predict user destinations three-quarters of the time, as an example of these numerous small enhancements. Khosrowshahi believes these cumulative improvements will drive future growth.

    The company is also leveraging AI to streamline internal operations, including a recent layoff of approximately 10% of its customer service staff, attributed to efficiency gains from AI. Krishnamurthy highlighted customer service as an area where AI can improve support quality while reducing costs. Uber is also exploring AI applications in finance and human resources through "agentic pods."

    Consumer-facing AI applications are also progressing, though not expected to be deployed all at once. While Uber facilitates hundreds of thousands of rides weekly in self-driving cars, this represents less than 0.5% of its total weekly trips. Khosrowshahi contrasted this with the widespread adoption of AI in online search, noting that the physical application of AI in robotaxis requires extensive real-world testing and regulatory approval.

    Uber is also experimenting with features like Cart Assistant, which helps users create grocery shopping carts from recipes or lists. Users of this feature have demonstrated cart sizes twice as large as those who do not use the AI tool. Khosrowshahi anticipates AI will contribute to increasing average order sizes and enhancing service quality and reliability.

    Frequently asked questions

    Uber is managing AI spending by using lower-cost models, setting better defaults for different use cases, and enabling employees to better understand and manage their expenses.

    The strategies have led to a decline in cost per token, allowing Uber to keep overall AI spend broadly stable even as adoption increases.

    Uber is using AI for features like destination suggestions when users open the app to request a ride, and the Cart Assistant for grocery shopping.

    Yes, Uber laid off about 10% of its customer service workers, citing efficiency gains from AI.

    What Happens Next

    01Uber is expected to continue integrating AI for incremental improvements across its services.
    02Further AI applications in finance and HR are anticipated.
    03The company will continue to develop and test AI for consumer-facing features and operations.

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    Cadence

    How It Developed

    Uber's CTO previously spent the 2026 Claude Code budget in a few months.
    Uber is implementing AI through numerous small improvements rather than large initiatives.
    AI is being used to suggest destinations when users open the Uber app.
    Uber laid off approximately 10% of its customer service staff due to AI efficiency gains.
    The company is exploring AI applications in finance and HR.
    Uber's Cart Assistant feature doubles the cart size for grocery shoppers.
    Uber's AI spending remained stable in the second quarter due to cost management strategies.

    Sources

    T1
    Uber keeps AI spending stable using cheaper models and employees tracking cost, CFO saysBusiness Insider

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