Enterprise AI Adoption
How organizations are actually deploying AI, what is working, what is quietly failing, and what it costs.
157 stories · page 2 of 7
Palantir Set to Report Earnings August 3 After 80% Growth
Palantir reports second quarter earnings on August 3 after explosive growth, but the same embedded engineer model driving its results is now facing a real test in Britain, where lawmakers want to cancel a major National Health Service contract.
August 2, 2026 · 2 min read
You Can Run AI on Your Laptop With No Internet
Free desktop apps like LM Studio and Jan.ai let anyone run compact AI models fully offline, which matters because a 2025 industry study found that most employees who use AI tools at work are already pasting sensitive company data into cloud chatbots.
August 1, 2026 · 2 min read
Companies Fund AI by Cutting Other Tech Budgets
IBM's latest earnings show money shifting toward AI infrastructure like servers and storage, and new surveys confirm most companies are funding AI by pulling cash from existing software budgets rather than adding new money, which is squeezing the data and security work AI actually depends on.
July 30, 2026 · 2 min read
AI Mistakes Erode Trust Faster Than Human Errors Do
Studies on soccer's VAR system and workplace algorithms show that AI decision tools lose trust fast after a single visible mistake, even when they outperform humans overall, which means businesses adding AI to hiring or approvals need to sort which decisions are simple checks and which need a human judgment call.
July 30, 2026 · 2 min read
MIT Index Ranks S&P 500 Firms by Real AI Use
An MIT Sloan lecturer built a public data index that scores S&P 500 companies on real AI use instead of self-reported claims, and it shows most firms still talk about AI far more than they actually build it.
July 30, 2026 · 2 min read
Meta to Sell AI Compute Directly to Businesses
Meta CEO Mark Zuckerberg told investors the company will sell AI customer service agents, developer tools, and computing power directly to businesses, moving beyond advertising for revenue while its yearly AI spending climbs past 100 billion dollars.
July 29, 2026 · 2 min read
Businesses Waste One in Four Dollars on AI
A Harness survey of 700 FinOps and engineering leaders found that companies waste roughly 26 cents of every dollar spent on AI, often because no one owns AI cost tracking and spending is split across many providers and tools.
July 29, 2026 · 2 min read
ADP Bars AI Agents From Full Control of Payroll
ADP, which processes pay for one in six American workers, just named its first chief AI officer and confirmed it will not let AI agents run payroll on their own because being right most of the time is not good enough when people's paychecks are on the line.
July 28, 2026 · 2 min read
Companies Scale Back Heavy AI Use as Bills Spike
Companies that once rewarded employees for heavy AI token usage are now cutting back, after Bain found some enterprise AI bills doubling every couple of months with no matching rise in output.
July 28, 2026 · 2 min read
AI Makes It Easier to Keep Mainframes, Not Leave Them
New AI coding tools promise to finally modernize the decades old mainframe systems that run most banking and payments, but Gartner predicts most attempts to leave mainframes this year will fail, while real users are finding AI works best when it upgrades systems in place instead of replacing them.
July 28, 2026 · 2 min read
Robot Dog Patrols LaGuardia to Sniff Air and Trash
ABM has deployed a Skild AI robot dog and two cleaning robots at LaGuardia's Terminal B to monitor air quality and clean floors, a pilot that shows how facilities companies plan to use robots to stretch cleaning staff further rather than replace them outright.
July 28, 2026 · 2 min read
Cognizant Becomes Anthropic's Top-Tier Claude Partner
Cognizant, an IT services giant with nearly 350,000 employees, has become Anthropic's top-tier Claude partner, meaning more of its client work in manufacturing, insurance, and life sciences will now be built on Claude AI.
July 28, 2026 · 2 min read
HR Departments Are Using AI Wrong, Data Shows
A new survey of 264 HR professionals finds that most are using AI only for simple tasks like writing and brainstorming, while those who have moved to AI-driven automated workflows are seeing results two to three times better than their peers, raising serious questions about the future relevance of HR functions that stay at the surface level.
July 24, 2026 · 3 min read
NTT DATA Cuts a 3-Day Task to 30 Minutes With AI
NTT DATA, one of the world's largest IT services companies, deployed OpenAI's Codex to 9,000 employees and completed a task in 30 minutes that previously took five engineers three days, signaling how traditional service businesses are replacing headcount growth with AI-driven output.
July 23, 2026 · 2 min read
Bank of America Upgrades AI Tool for 18,000 Call Center Staff
Bank of America has added new real-time AI guidance to EricaAssist, the tool used by 18,000 customer service staff, cutting average call times by nearly a minute per interaction, and the pattern is spreading across the entire banking industry.
July 22, 2026 · 2 min read
Most Employees Don't Trust AI to Act Without Them
A growing body of research shows that while companies race to deploy AI that takes action on its own, the majority of workers, especially frontline staff, do not trust it to act without their approval, creating a growing divide that is quietly slowing down real returns on AI investment.
July 22, 2026 · 2 min read
Grocers Find More Value in Back-End AI Than Chatbots
Grocery chains are discovering that AI tools solving invisible back-office problems, like produce quality checks and smarter ordering, deliver better returns than flashy customer-facing chatbots, but most grocers are still held back by messy data and cautious leadership.
July 21, 2026 · 3 min read
AI Gave Pakistan's Judges a $38 Return Per Dollar Spent
A large-scale academic trial in Pakistan found that AI tools paired with proper judge training cleared thousands of extra court cases per year, offering a blueprint any institution with a backlog problem and a tight budget can learn from.
July 21, 2026 · 2 min read
US Army Burned Its Annual AI Budget in Weeks
The US Army ran out of its allocated AI usage budget just weeks after promising unlimited access to staff, joining Uber, Meta, Microsoft, and Amazon in a growing list of large organisations that dramatically underestimated what it costs to let employees use AI freely.
July 21, 2026 · 3 min read
Bristol Myers Squibb Buys Nvidia AI Supercomputer for Drug Discovery
Bristol Myers Squibb has purchased Nvidia's newest and most powerful AI computing system to run predictions and train its own AI models across every stage of drug research, a move that signals AI is now core infrastructure in big pharma, not a side project.
July 21, 2026 · 3 min read
AI Bills Are Rising Even as AI Gets Cheaper
Enterprise AI spending is climbing fast despite falling prices per unit of AI use, and most companies are discovering the hard way that their contracts, budgets, and governance structures were not built for how AI actually bills today.
July 21, 2026 · 3 min read
OpenAI and Anthropic to Test AI in US Public Health Agencies
A structured US pilot program called PULSE will put AI tools from OpenAI and Anthropic into 10 public health agencies this autumn, with results published as guidance for wider adoption, arriving at the exact moment those agencies face the deepest budget cuts in a generation.
July 20, 2026 · 2 min read
Anthropic Cuts Claude Fable 5 Access for Pro Users
Starting July 20, Anthropic's most powerful AI model is locked to higher-tier paid plans with reduced limits, while the entry-level Pro plan loses ongoing access entirely, a decision shaped by capacity strain, a cheaper rival from OpenAI, and aggressive price competition from Chinese AI makers.
July 18, 2026 · 3 min read
Levi's Builds One Global System to Run AI at Scale
Levi's is completing a seven-year overhaul of its back-office systems, consolidating nine separate platforms into one global cloud system by mid-2027, and the real story is what that infrastructure enables: automated order processing, vendor management, and a company-wide AI assistant running across stores and offices.
July 18, 2026 · 2 min read