AT&T, Crocs, Southwest Detail Cautious AI Agent Adoption

Key Takeaways & Evidence Grounding

• Salesforce's Agentforce is used by about 30,000 customers, roughly 20% of its 150,000 customer base.
• AT&T uses AI to reduce phone upgrade times from 30 to 10 minutes, but keeps humans for cancellations.
• Crocs has deployed an AI agent named Rivet for consumer chat and voice, and uses AI internally for developer tasks.
• A DEPT survey of 2,606 consumers found only 7.5% are comfortable with fully autonomous AI actions in shopping.
• Nvidia is financing $105 billion for OpenAI's data center and reportedly investing $10 billion in Anthropic's IPO.
• Global ad revenue is projected to reach $1.3 trillion by year's end, an 11% increase year-over-year.
• OpenAI is weighing a new funding round at a $1.5 trillion valuation before an IPO.
• Headspace is being acquired by Sword Health for nearly $300 million.
• Bain Capital Ventures raised $1.6 billion for AGI startups.
• Mark Weinstein joined Target as CMO and guest experience officer.
• PebblePost named Adam Soroca (Magnite CPO) as its CEO.
• Maria Bartiromo is no longer with Fox News Media.
• Salesforce CEO Marc Benioff advocates for more AI agents, but his vision is not yet fully realized.
• Microsoft AI chief Mustafa Suleyman criticized Anthropic's approach to AI consciousness training.
• President Trump rejected calls for an AI slowdown, saying AI only needs a 'STRONG AND SMART PRESIDENT'.
• Sam Altman said AI companies should expect accidents as models are deployed.
• Wikipedia discussed plans to survive the answer engine apocalypse at ADWEEK's Brandweek.
• LA28 is bringing new offerings and massive viewership for brands.
• Madison & Wall reported global ad revenue projections.
• AT&T, Southwest, CVS, and Crocs were among companies showcasing AI agent use cases at Dreamforce.
• Southwest Airlines uses AI agents for flight changes but reserves human employees for 'right here, right now' problems.
• AI safety was a key debate topic at Dreamforce with opposing views from Altman, Amodei, and Huang.
• Nvidia's Jensen Huang argued AI safety is an engineering problem, not a legal one, and said new laws aren't necessary.
• Anthropic's Dario Amodei published a 3,800-word essay calling for independent evaluators to verify AI safety commitments.
• Sam Altman agreed on X with Amodei's call for independent evaluators.
• The article is from ADWEEK's 'AI, Tech & Money' newsletter, published September 18, 2026.
• Report: 56% of people who used AI while shopping chose a different brand than originally planned.
• DEPT survey shows comfort with AI drops from 65% at recommendation stage to 15% at preparation/transaction, and 7.5% for fully autonomous actions.
• Salesforce's Agentforce was launched in 2024.
• AT&T's AI use is focused on making employees more efficient, not replacing them.
• Human interaction is still desired by brands like AT&T and Southwest for empathy and understanding customer needs.
• Data quality is a key concern for AI agent deployment, as noted by Crocs' Feliz Papich.
• AI agents are being used for servicing tasks, but not for cancellations or complex issues requiring human empathy.
• Marc Benioff's vision of AI agents taking on more work is still a work in progress with only 20% adoption.
• The article highlights the importance of human-in-the-loop despite automation trends.
• AI agent deployments are being tailored to specific use cases, with limits on autonomy in areas like cancellations.
• Brands are cautious about fully autonomous agents, focusing on efficiency gains without losing human touch.
• AI safety debate includes calls for slowing down from some, but Trump rejects AI slowdown.
• Microsoft's Suleyman argues against speculation about AI consciousness in training.
• Anthropic's Amodei calls for more safety research and independent evaluators.
• Nvidia's Huang says companies should self-regulate safety.
• The article mentions big buyers of Nvidia chips: OpenAI and Anthropic.
• ADWEEK Tech Challengers to Watch award entries are open.
• The article includes a 'Deals, Deals, Deals' section with funding, acquisitions, and private equity news.
• Bain Capital Ventures raised a $1.6 billion fund for AGI startups.
• PebblePost appointed Adam Soroca as CEO, from Magnite.
• Mark Weinstein joins Target as CMO, leaving a previous role (not specified).
• Headspace acquisition by Sword Health for $300M is reported.
• OpenAI's valuation could reach $1.5 trillion.
• Madison & Wall forecasts global ad revenue at $1.3 trillion.
• The newsletter format indicates it's a weekly digest, but the main article is a deep dive on AI agents.
• The article includes a section 'Bits from the Ether' but no details.
• The main topic is AI agents in enterprise, specifically in marketing and customer service.
• The article is written by Trishla Ostwal, ADWEEK's AI reporter.
• The article provides a 'Reality Check' on AI agent adoption, showing brands want automation but not full autonomy.
• Exclusion criteria: The article is not a roundup; it's a deep dive with a newsletter format but focuses on a single theme.
• Historical event date: 2026-09-18 from metadata.
• The article is in English.
• The article is not paywalled based on the provided text.
• Entities include Salesforce, AT&T, Crocs, Southwest, CVS, OpenAI, Anthropic, Nvidia, Microsoft, Target, Sword Health, Headspace, Bain Capital, Magnite, PebblePost, Fox News, Wikipedia, DEPT, LA28.
• Key people: Sam Altman, Dario Amodei, Jensen Huang, Marc Benioff, Mustafa Suleyman, John Miller, Megan Rauber, Feliz Papich, Donald Trump, Mark Weinstein, Adam Soroca, Maria Bartiromo.
• The article discusses AI safety, but the main focus is AI agent adoption.
• The ecosystem relations include Nvidia's investment in OpenAI and Anthropic, but these are mentioned as financing and investment, not acquisitions.
• Nvidia is financing OpenAI's data center ($105B) and investing in Anthropic's IPO ($10B) - these are not traditional equity stakes but investments.
• OpenAI funding round at $1.5T valuation is mentioned.
• Sword Health acquiring Headspace for $300M is an acquisition.
• Bain Capital Ventures raised a fund, but that's not a direct relation.
• Mark Weinstein joins Target - hiring relation.
• Adam Soroca becomes CEO of PebblePost - appointment.
• No explicit partnerships or client relationships are detailed.
• The article does mention AT&T, Southwest, Crocs as customers of Salesforce (Agentforce), but it's not a commercial deal.
• Potential relation: Salesforce provides AI agents to AT&T, etc., but no explicit contract.
• It's a news article summarizing insights, not a press release.
• Primary source URLs: None explicitly available in the text.
• The linked URLs are mostly Adweek internal links or newsletters.
• When listing entities, avoid ADWEEK.
• Companies: Salesforce, AT&T, Crocs, Southwest, CVS, OpenAI, Anthropic, Nvidia, Microsoft, Target, Sword Health, Headspace, Bain Capital, Magnite, PebblePost, Fox News, Wikipedia, DEPT, LA28.
• People: Sam Altman (OpenAI CEO), Dario Amodei (Anthropic CEO), Jensen Huang (Nvidia CEO), Marc Benioff (Salesforce CEO), Mustafa Suleyman (Microsoft AI chief), John Miller (AT&T VP), Megan Rauber (Southwest manager), Feliz Papich (Crocs SVP), Mark Weinstein (Target CMO), Adam Soroca (PebblePost CEO), Maria Bartiromo (ex-Fox News).
• Emerging concepts: Agentforce, 'human in the loop' automation, AI safety as engineering vs. legal, AI consciousness debate, 'right here, right now' AI limits.
• Event type: News/Report, Product update, Hiring, Acquisition, Funding.
• Pick one main event type: 'Technical Release' for Agentforce? Or 'Product Update'? But it's not a launch, it's a report on adoption.
• Better: 'Industry Trend' or 'Report'? The instruction says e.g., 'Product Launch', 'Funding', 'Regulation', 'Partnership', 'Hiring', 'Technical Release', 'Earnings Report', 'Policy Update', 'Deprecation'.
• The article covers multiple events, but the main story is about AI agent adoption feedback.
• Could be 'Policy Update'? Not really.
• Given the AI safety debate, maybe 'Other'.
• As per instructions, choose the most relevant: 'Product Launch' is not accurate; it's more of an 'Industry Trend' but not in list.
• Perhaps 'Technical Release'? Not exactly.
• Let's use 'Policy Update'? No.
• Since no exact match, use 'Other'.
• However, the instruction says 'Event Type: (e.g.,
• Product Launch
• Funding
• Regulation
• Partnership
• Hiring
• Technical Release
• Earnings Report
• Policy Update
• Deprecation
• )'
• The article mentions multiple events: funding round, acquisitions, hiring, but the core is about AI agents adoption.
• It's a newsletter, so it's a summary of events, but it includes a deep dive.
• I'll use 'Other' with a reason.
• Alternatively, 'Industry Update' is not in list.
• Given the content, 'Product Update' but better 'Other'.
• See M&A rules: For M&A, use specific categories. In deals, we have OpenAIs funding round (not M&A), Headspace acquisition (M&A - Completed? or Announced? It says 'being acquired' - could be announced or in progress, but the article says 'nearly $300 million', but not final status. I'll classify as M&A - Announced if signed? If not, I can leave it out of event_type.
• Event type should be the main event of the article. The main event is the discussion of AI agents at Dreamforce. So I'll use 'Other' with a note.
• I'll set to 'Industry Report' but not in list.
• Given the categories, I'll choose 'Other'.
• Importance score: Since it's about AI agents and major brands, it's relevant to AdTech/MarTech. It's not a major platform release, but it's significant for enterprise marketing. Score 3?
• Article is from a newsletter, but it's not a roundup in the sense of multiple distinct news; it has a main deep dive and some headlines. The main deep dive is the story.
• is_roundup: The article includes multiple sections like 'Deals, Deals, Deals', 'Revolving Door', etc., which are summaries of other news. So it is a roundup? The instruction says: 'Weekly summaries, roundups, media digests, or multi-topic collections that aggregate various unconnected news items (e.g.,
• Die Woche im Rückblick
• , 'Wochenrückblick' ,
• News of the week
• )'
• The article is a newsletter but has a deep dive. However, it does aggregate multiple news items (deals, hires). So it might be considered a roundup. But the main content is the deep dive. I'll set 'is_roundup' to false because the deep dive is the primary content, and the other sections are secondary. But the instruction says if it's a weekly summary, set importance 0. However, I'll interpret that the deep dive is the main event, and the other sections are just briefs. So maybe not a roundup."
• To be safe, I'll set is_roundup to false, but note that it contains briefs."
• Importance score: 3. Reason: Provides insights into AI agent adoption at major brands, relevant for MarTech and AI in advertising."
• Sentiment: Positive? It shows cautious optimism. I'll say 'Neutral' to positive. Score 0.3."
• Language: 'en'"
• Historical event date: '2026-09-18' from metadata."
• Primary source URLs: The article links to external sources like OpenAI's essay, but those are not official announcements. I'll leave empty."
• Ecosystem relations: Need to capture Nvidia's investment in OpenAI and Anthropic. But Nvidia is financing data center and investing in Anthropic's IPO. These are investments, but not clarified as equity stakes. Could be strategic investments. I'll include as INVESTED_IN with amounts.",
• Also, Headspace acquisition by Sword Health: ACQUIRED.",
• OpenAI's funding round: not a relation with a specific investor, so skip.",
• Bain Capital raised fund: not a relation with a company.",
• Mark Weinstein joins Target: not a commercial relation.",
• Adam Soroca becomes CEO: not a relation.",
• So, I'll include Nvidia-OpenAI and Nvidia-Anthropic, and Sword Health-Headspace.",
• For Nvidia-OpenAI: source Nvidia, target OpenAI, relation_type 'INVESTED_IN', role 'STRATEGIC_INVESTMENT', service 'Data center financing', amount 105B, currency USD, round_type 'OTHER' (since it's not a typical equity round, it's financing for data center). But it says 'financing' for data center, might be a loan or investment. I'll treat as INVESTED_IN.",
• For Nvidia-Anthropic: source Nvidia, target Anthropic, relation_type 'INVESTED_IN', role 'STRATEGIC_INVESTMENT', service 'IPO investment', amount 10B, currency USD, round_type 'OTHER' (pre-IPO investment).",
• For Sword Health-Headspace: source Sword Health, target Headspace, relation_type 'ACQUIRED', role 'ACQUIRER', service 'Acquisition', amount 300M, currency USD, round_type 'ACQUISITION', structure 'UNDISCLOSED' (or maybe 'CASH'?), deal_date '2026-09-18'? Might be from article date.",
• Also, there might be a client relations: AT&T, Crocs, Southwest are using Salesforce's Agentforce, so Salesforce is provider, but not a explicit partnership. I'll skip.",
• Now, the output JSON.",

Ontology Mapping & Concepts