Enterprise AI Adoption
How organizations are actually deploying AI, what is working, what is quietly failing, and what it costs.
198 stories · page 1 of 9
Companies Must Clean Up Old Data Before Adding AI
A survey of senior data leaders finds that most companies are adding AI on top of years of unused and contradictory business reports, which makes wrong answers show up faster and with more false confidence.
September 9, 2026 · 2 min read
Business AI Spending Growth Nearly Stalls in August
New payments data from Ramp shows the share of businesses paying for AI tools barely grew in August, even as the heaviest AI spenders cut back and token prices kept crashing, right as OpenAI and Anthropic prepare to go public.
September 9, 2026 · 2 min read
CIOs Blamed for AI Failures They Don't Control
Tech chiefs are increasingly blamed when workplace AI tools go wrong, even though most of them never picked the vendor, never approved the rollout, and never get shown how the system reached its answer, according to new industry survey data.
September 8, 2026 · 2 min read
AI Already Decides Before Employees Click Approve
AI use among businesses more than doubled in two years, and real lawsuits against Workday, Amazon and State Farm show that a human clicking approve on an AI recommendation is not the same as a human actually deciding.
September 8, 2026 · 2 min read
SpaceX's xAI Launches Grok Bot AI Agents for Businesses
xAI, now owned by SpaceX after two huge mergers this year, has launched a business version of Grok Bot, AI agents that log into your company's software and complete jobs on their own, offering it free for two weeks to win over the customer base of Cursor, the coding startup SpaceX just bought for sixty billion dollars.
September 5, 2026 · 2 min read
Barracuda CIO Builds AI Council to Curb Shadow AI Use
Barracuda's CIO Siroui Mushegian set up a cross-company AI governance council to control which AI tools staff use, warning that surprise token based billing and unauthorized tool use are two of the biggest risks facing companies adopting AI fast.
September 3, 2026 · 2 min read
Meta Cuts AI Coding Prices 95% If You Share Data
Meta is offering businesses a discount of roughly 95% on its Muse Spark coding model if they agree to let Meta use their prompts and results to train future AI models.
September 3, 2026 · 2 min read
Private AI Chats Are Hiding Work From Your Team
Employees are quietly solving problems in private AI chats, and new research shows the time they save does not turn into any real change in how teams actually work together.
September 3, 2026 · 2 min read
Most Enterprise AI Pilots Never Make It to Scale
New reports from Infosys, Deloitte, MIT and Gartner all point to the same problem: companies are spending more on AI every year, but most of their AI projects never grow beyond a small test and rarely prove they saved or made money.
September 2, 2026 · 2 min read
Kier Rolls Out Copilot to 11,000 Construction Workers
Kier Group, a UK construction firm with roughly 11,000 employees, has about 40 percent of staff using Microsoft Copilot daily and is now building AI agents to track safety data and analyze drone footage from job sites.
September 2, 2026 · 2 min read
Delta's AI Chief: Culture, Not Tech, Decides AI Payoff
Delta expanded its AI travel assistant to every SkyMiles member and its technology chief says the real bottleneck for AI payoff is not the software but whether staff actually use it, a lesson that applies to any company buying AI tools right now.
September 2, 2026 · 2 min read
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