Enterprise AI Adoption
How organizations are actually deploying AI, what is working, what is quietly failing, and what it costs.
235 stories · page 3 of 10
Kansas Cuts Unemployment Wait Times 80% Using AI
Kansas replaced a 1970s-era unemployment computer system with AI tools that answer claimant questions, cut benefit processing times by nearly 80%, and now handle more than 90% of claims without a staff member on the phone, a pattern spreading across several other US states.
September 2, 2026 · 2 min read
E.l.f. Beauty AI Tool Handles 90% of Social Comments
E.l.f. Beauty built an AI tool that now drafts up to 90 percent of the replies to customer comments on TikTok and Instagram, and it is running 85 more AI pilot projects while pushing most of them into daily use within six months.
September 2, 2026 · 2 min read
AWS Pushes Partners Toward Pay-Per-Result Software Pricing
AWS is pushing its software partners to drop multiyear fixed contracts for pay-as-you-go and outcome-based pricing, such as charging per resolved support ticket, which will change how businesses negotiate and budget for software.
September 2, 2026 · 2 min read
M&T Bank Rolls Out AI Copilots to 15,000 Staff
M&T Bank, a 170-year-old regional bank with 212.9 billion dollars in assets, has spent years moving its tech work in-house and just gave AI copilot tools to more than 15,000 employees, a low-drama playbook other traditional companies can borrow.
September 2, 2026 · 2 min read
Just 7% of Managers Use AI in Team Meetings
A new Harvard Business Review book argues that most companies use AI only to take notes in meetings, while tools like Microsoft Teams, Zoom, and Google Meet already let it plan agendas, track decisions, and even push back on bad ideas.
September 1, 2026 · 2 min read
Anthropic Lets Enterprises Store Claude Data Themselves
Anthropic launched Enterprise Frontier Safeguards, letting business customers keep Claude's safety-monitoring data in their own cloud account instead of Anthropic's, reversing a June policy that required Anthropic to hold all customer traffic for 30 days and had slowed adoption among regulated companies.
September 1, 2026 · 2 min read
OpenClaw 2.0 Lets Teams Share One AI Agent
OpenClaw, the free AI agent already blocked on work computers at Meta, Google, Microsoft, and Amazon over security worries, shipped its biggest update yet, adding a feature that lets several people share and hand off the same AI agent even though the company's own setup notes say that sharing feature does not actually keep each person's access separate or secure.
September 1, 2026 · 2 min read
AI Rules Require A Human In The Loop, Not Judgment
AI laws like the EU AI Act require a human to be able to stop a high risk AI system, but a World Economic Forum piece argues none of them teach that person how to judge, in the moment, whether to trust a specific AI answer, and most AI failures trace back to that missing skill rather than a broken rule.
September 1, 2026 · 2 min read
Gap, Ulta, Kohl's and Dollar General Detail AI Plans
Gap, Dollar General, Ulta and Kohl's all detailed new AI shopping assistants and supply chain tools on last week's earnings calls, and separate data shows AI-referred shoppers now convert far better than visitors from search or email.
August 31, 2026 · 2 min read
Pentagon Adds ChatGPT and Grok, Still Excludes Claude
The Pentagon added custom ChatGPT and Grok tools for 3 million staff on its GenAI.mil platform, while Anthropic's Claude stays locked out over a fight about removing safety limits on autonomous weapons and surveillance.
August 31, 2026 · 2 min read
OpenAI Starts Charging Big Customers Only for Results
OpenAI has quietly begun letting some large customers pay only after its AI actually finishes a task, joining Salesforce, Sierra, and Cognition in a shift that puts more financial risk on software vendors and gives buyers real power to demand proof that AI is working.
August 31, 2026 · 2 min read
Customers Accept AI Only for Skilled, Routine Tasks
New research across three studies shows customers resist AI chatbots even when they save time, prefer AI over humans for bad news but not good news, and only fully accept AI when it beats a human at the task and the task does not need a personal touch.
August 31, 2026 · 2 min read
Only 13% of Companies Fully Use Their HR Software
A new benchmark report finds that only 13 percent of companies fully use the HR software they already bought, and the same buy-first-train-later mistake is now repeating with AI tools across every department.
August 31, 2026 · 2 min read
Caterpillar Commits $100 Million to AI Workforce Training
Caterpillar is applying more than a decade of lessons from running driverless mining trucks to a broader push into AI across its factories and jobsites, and is backing the shift with a $100 million plan to retrain its 118,000 workers.
August 30, 2026 · 2 min read
Anthropic Cuts Claude Code Usage Limits by 17%
Anthropic is permanently raising Claude Code's weekly usage limits by 25 percent starting September 14, but because it is simultaneously removing a temporary 50 percent boost, businesses will actually have about 17 percent less coding capacity than they have today, mirroring a similar pullback at OpenAI as both companies rein in the subsidized pricing that made AI coding tools cheap.
August 30, 2026 · 2 min read
Gartner: Over 40% of AI Agent Projects Will Be Canceled
AI tools that analyze company data often sound confident while answering the wrong question, and Gartner predicts more than 40 percent of AI agent projects will be scrapped by 2027 because businesses never taught the AI their internal rules and judgment calls.
August 28, 2026 · 2 min read
Salesforce Puts CRM Data Directly Inside Claude Chatbot
Salesforce and Anthropic launched Claudeforce, a plugin that lets salespeople manage Salesforce records directly from inside the Claude chatbot, as Salesforce fights investor fears that AI agents will make traditional business software obsolete.
August 27, 2026 · 2 min read
Most Firms Using AI See No Productivity Gain Yet
A wave of 2026 surveys, including one covering nearly 6,000 executives, finds that most companies now use AI but only a small fraction have seen it actually improve productivity, and the difference comes down to redesigning how work gets done rather than which tool gets bought.
August 27, 2026 · 2 min read
MIT Test: Priciest AI Model Performed Worst on Invoices
A real-world test found the most expensive AI agent setup solved fewer invoices correctly than a mid-priced one, showing that paying more for AI does not guarantee better results.
August 27, 2026 · 2 min read
Google Lets Businesses Cap Spending on Gemini Enterprise AI
Google added spending caps, a pricing calculator, and a pay as you go option to Gemini Enterprise as AI bills spiral and rivals like Snowflake, Oracle, and Anthropic race to offer similar cost controls.
August 26, 2026 · 2 min read
Only 21% of S&P 500 Firms Use AI Deeply
A new study of corporate filings found only 21 percent of S&P 500 companies have truly built AI into daily operations, tech firms dominate that group, and a separate MIT report found 95 percent of company AI projects still show no measurable financial payoff.
August 26, 2026 · 2 min read
Tech CEOs Call AI Inevitable, But Buyers Set the Pace
Mark Zuckerberg's new essay on "personal superintelligence" joins a stack of manifestos from tech CEOs claiming AI's massive economic takeover is inevitable, but the real pace and scale of AI adoption is still decided by ordinary business buying decisions, not fate.
August 25, 2026 · 2 min read
Businesses Pick Cheaper Claude Opus 5 Over Pricier Fable 5
Within a month of launch, Anthropic's lower priced Opus 5 model overtook its most expensive model, Fable 5, in business spending, showing companies will drop a costlier AI tool the moment a cheaper one gets the job done.
August 25, 2026 · 2 min read
Travelers Insurance Built Its Own AI to Cut Costs
Travelers built its own AI model trained on insurance data that answers routine questions more cheaply than ChatGPT-style frontier models, part of a wider shift where companies now automatically route each task to the cheapest AI model that can handle it.
August 24, 2026 · 2 min read