Enterprise AI Adoption
How organizations are actually deploying AI, what is working, what is quietly failing, and what it costs.
256 stories · page 2 of 11
HCA Nurses Say Palantir Scheduling Tool Hurts Care
HCA Healthcare, the largest US hospital chain, has rolled out a Palantir built AI scheduling tool called Timpani at roughly 130 of its 190 hospitals, and nurses say it understaffs shifts and ignores their preferences, prompting union complaints and nationwide protests against Palantir.
October 2, 2026 · 2 min read
Businesses Pay Less for AI as OpenAI, Anthropic Compete
Ramp's AI Index shows business AI usage climbed about 50 percent since July even as total spending fell, because an aggressive price war between OpenAI and Anthropic is cutting token costs faster than companies can use more of them.
October 2, 2026 · 2 min read
Meta Launches Enterprise AI Platform, Hires MongoDB CEO
Meta launched Meta Enterprise Platform and hired MongoDB's chief executive to run it, one day before OpenAI launched its own always-on AI agents called Dots, pushing both companies into a market where most big companies already have AI built into the software they use every day.
October 1, 2026 · 2 min read
Anthropic Launches Claude for Government, Pentagon Excluded
Anthropic has made its Claude for Government platform fully available to federal and state agencies while the Pentagon keeps the company blacklisted over a dispute about autonomous weapons and surveillance.
October 1, 2026 · 2 min read
Gartner Predicts 70% of Vendor AI Agents Abandoned
Gartner predicts that seventy percent of companies paying tech vendors to send in engineers who build custom AI systems will throw those systems away by 2028, because the bill keeps rising and nobody inside the company can run the system once the vendor leaves.
October 1, 2026 · 2 min read
BCG: 80% of Corporate AI Spending Sits Outside IT
A new BCG survey of over 1,300 tech leaders found that four out of five dollars spent on AI inside companies now flow through budgets outside the IT department, which means most AI spending has little central tracking or proof it is paying off.
October 1, 2026 · 2 min read
Barclays Expands Claude AI to Most Developers by 2027
Barclays is rolling out Anthropic's Claude AI to most of its software engineers by 2027, and already uses it to sort 120,000 client emails a day and help 16,000 staff answer questions for 20 million UK retail customers.
October 1, 2026 · 2 min read
Manufacturers Use AI to Cut Energy Costs Up to 50%
New research on industrial companies finds that ones using AI to track and redesign how they use energy are cutting costs at some plants by as much as 50 percent, right as a US-Israel war with Iran that began in February 2026 pushed oil prices sharply higher.
September 30, 2026 · 2 min read
Kroger Builds AI on Two Decades of Customer Data
Kroger's chief digital officer explained at a retail conference that the grocer's AI shopping and employee tools run on customer data it has collected for over 20 years, a strategy that lets it rent outside AI models without giving up control of its own information.
September 29, 2026 · 2 min read
McDonald's Uses AI to Set Different Prices by Store
McDonald's runs a machine-learning tool that recommends a different "optimal" price for the same burger at nearly every one of its 14,000 US restaurants, and franchisees say they feel pressured to follow it.
September 29, 2026 · 2 min read
Keeping Legacy Systems Cuts AI Project Failure Risk
New research shows that AI projects built from scratch to replace old company software fail far more often than AI tools added on top of systems that already work, which means the smarter and cheaper move for most businesses is upgrading what they have.
September 29, 2026 · 2 min read
Capital One Builds AI Governance Before Deploying Agents
Capital One, the second most AI-mature bank in Evident's global ranking, says agentic AI that can take real actions like booking a test drive or handling a customer request only works safely if a company builds strict data and security rules before the agents go live, not after.
September 28, 2026 · 2 min read
Over 40% of Company AI Agent Projects Will Be Canceled
Gartner predicts more than 40% of company AI agent projects will be canceled by 2027, and separate research from MIT and S&P Global shows most AI projects fail because nobody is assigned to steer and check the AI's work.
September 28, 2026 · 2 min read
Only 23 of 223 Best Factories Scaled Their AI Gains
A World Economic Forum review of 223 of the world's most advanced factories found that only 23 companies managed to spread their AI improvements to three or more plants, showing that even top performers struggle to make good ideas travel across a factory network.
September 27, 2026 · 2 min read
AI Newcomers Rarely Use It For Cybersecurity, KPMG Finds
KPMG's global survey of 2,131 senior leaders finds that only 8% of companies just starting with AI use it to defend against cyberattacks, compared with 58% of companies with years of AI experience, showing security trust grows with time, not with access to the tool.
September 25, 2026 · 2 min read
Unapproved AI Tools Add $670,000 to Breach Costs
New data shows one in five companies has already had a security breach caused by employees using AI tools without permission, and those breaches cost far more to fix, which is why company leaders can no longer treat AI oversight as an afterthought.
September 25, 2026 · 2 min read
Companies Double AI Agent Budgets While Agents Stay Siloed
A new IDC survey of over 400 enterprise leaders finds companies plan to double their AI agent budgets over the next year even though only 29% of those agents can currently work together, exposing a governance and coordination gap that is already showing up in stalled pilots elsewhere.
September 25, 2026 · 2 min read
Businesses Expect AI to Cut Supply Chain Recovery Time 60%
A World Economic Forum and Accenture study of over 600 AI startups finds that self-acting AI systems can cut supply chain disruption recovery time from eleven days to four, letting companies build resilience without paying for the usual extra stock and backup suppliers.
September 24, 2026 · 2 min read
Bank of America Plans to Double AI Spending Next Year
Bank of America will double its AI budget next year after its first 140 AI projects returned 800 million dollars against 400 million dollars in cost, even as bank headcount quietly shrinks industrywide.
September 24, 2026 · 2 min read
Deferred IT Maintenance Now Makes AI Automation Riskier
New research shows that companies with unresolved IT maintenance problems, aging systems, ownerless devices, undocumented workarounds, are facing bigger financial risk as they add AI automation on top of systems nobody fully understands.
September 23, 2026 · 2 min read
Fortune 500 Firms To Run 150,000 AI Agents By 2028
Gartner predicts a typical large company will be running over 150,000 AI agents by 2028, up from fewer than 15 today, while only a small fraction of companies say they actually know how to track or control them.
September 22, 2026 · 2 min read
Most Business AI Never Gets Smarter With Use
Corporate AI tools can pile up logs and chat history without ever getting better at making decisions, and Microsoft CEO Satya Nadella argues the real advantage comes from building a learning system that survives even after you swap out the underlying AI model.
September 21, 2026 · 2 min read
Employee-Built AI Scripts Are Now a Top Breach Cause
Employees across finance, HR, and marketing are quietly building their own AI tools to automate work, and IBM data shows this hidden activity now drives a bigger share of costly data breaches than it did a year ago.
September 21, 2026 · 2 min read
Only 13% of Companies Understand AI Sovereignty Risks
Three enterprise technology chiefs explain how they track and control where their company's AI tools actually store data, after a survey found only 13 percent of businesses truly understand the legal and security risks involved.
September 18, 2026 · 2 min read