Technology
Survey: Nearly 70% of U.S. Companies Experience AI Project Cost Overruns
A report released Wednesday by AI security company WitnessAI reveals that nearly 70% (68%) of U.S. companies admit that some AI projects exceeded budget in the past year, with 33% stating that overruns occurred frequently or always. The survey of 300 corporate executives also found that companies face difficulties in proving the return on AI investments, with only 9% of respondents indicating that more than three-quarters of their AI projects delivered measurable financial returns.
MIT Study: 10% Probability of 'Catastrophic Harm' from Uncontrolled AI by 2030
A joint study by MIT FutureTech and the University of Queensland shows that by 2030, the probability of catastrophic harm from uncontrolled or weaponized AI is 10%, with the financial sector facing prominent risks; even with mitigation measures, experts still believe multiple risk areas have a probability of catastrophic outcomes exceeding 5%.
BlackLine CFO: AI pricing is shifting toward an 'outcome-based' model
In an interview with CFO Dive, BlackLine CFO Patrick Villanova pointed out that token-based AI pricing models lack predictability, posing challenges to financial budgeting. He introduced that BlackLine adopts 'outcome-based' pricing and emphasized that AI applications need to be transparent and auditable. He believes that user-based pricing is being phased out, and an outcome-oriented model will become the mainstream.
Gartner: AI investment in finance still focuses on efficiency improvement, with insufficient attention paid to decision quality
A survey released by Gartner on July 20 shows that nearly half (45%) of finance leaders' AI investments are mainly aimed at productivity improvement, with only one-fifth focusing on decision quality. Although 87% of finance leaders feel pressure to link AI spending to business outcomes, only 22% have achieved this goal. The analysis points out that returns on efficiency-oriented investments may plateau, while decision-quality projects are more likely to deliver significant value.
OpenAI proposes a new framework for measuring AI investment returns
OpenAI released a new framework on Friday, arguing that the value of AI should be measured by the number of successfully completed tasks and total cost, rather than traditional software metrics such as user count or activity levels. This comes at a time when global AI spending is projected to reach $2.59 trillion by 2026, yet only 12% of CEOs report gains in both cost savings and revenue.
Xactly's New CFO Focuses on Efficient Revenue Growth
Xactly appointed Adriana Carpenter as Chief Financial Officer on July 14. She stated that her top priority is ensuring the company's financial capital and resources are directed toward areas that drive tangible results, while leveraging her previous experience at Emburse and Ping Identity to foster efficient revenue growth. She also plans to promote AI adoption internally with a balanced approach of discipline and exploration, focusing on data architecture, privacy and security, and employee upskilling.
PwC: SpaceX Leads US IPO Boom, First-Half Fundraising Exceeds $114 Billion
According to PwC data, traditional US IPO market raised approximately $114.1 billion in the first half of 2026, more than seven times the amount in the same period last year, marking the strongest level since 2021. SpaceX contributed a significant share with its historic $75 billion IPO, the largest ever, but its stock price fell 33% after listing, drawing attention. Besides SpaceX, AI-related companies such as Cerebras Systems also performed strongly, with SPAC issuance accelerating in tandem. Looking ahead to the second half of the year, potential listings by OpenAI and Anthropic could spark another surge.
Walmart bets on AI and digital twin technology to reshape supply chain strategy
Before rolling out AI tools to 2 million employees, Walmart's supply chain team already relied on the technology to optimize product flow. Indira Uppuluri, senior vice president of supply chain technology, said that combining weather data and purchase history with machine learning has improved insights; the team also uses AI agents and digital twin technology to simulate network stress tests to handle sudden disruptions. Tariffs and geopolitical turmoil in 2026 make supply chain management more challenging, and Walmart is advancing technology evolution through self-developed tools and certifications with OpenAI and Google.
Key Gaps and Response Strategies in the IPO Preparation of Digital Asset Enterprises
Digital asset enterprises often encounter delays during IPO preparation due to accounting policy choices, missing internal control documentation, and insufficient team experience. Robert Sledge, co-lead partner of KPMG's Digital Assets and Fintech business, emphasizes that details such as gross versus net revenue recognition, staking arrangements, and the definition of on- and off-balance sheet items may have significant impacts. He advises enterprises to focus on improving private key controls, general ledger entry controls, and fair value valuation policies before filing, and to ensure consistency across financial statements, management's discussion and analysis, and risk factors sections.
M&A Recovery Coupled with AI Transformation, CFOs Face Dual Challenges: Bain Report
Bain & Company released its mid-year M&A outlook, showing a significant rebound in global M&A transaction value in the first half of 2026. However, the simultaneous focus on AI transformation and M&A investment creates a 'winner's paradox,' requiring CFOs to balance capital allocation, leadership time, and frontline execution.