Enterprise AI Adoption
How organizations are actually deploying AI, what is working, what is quietly failing, and what it costs.
235 stories · page 5 of 10
59% of Enterprise AI Projects Never Reach Production
Gartner found that 83% of CEOs are increasing AI spending even though 59% of AI projects never reach production, pushing boards and CFOs to demand proof of real business value instead of just usage numbers.
August 4, 2026 · 2 min read
IT Departments Are the Biggest Source of Unapproved AI Use
A new survey of 300 enterprise decision makers found that IT departments, the very teams meant to control AI use at work, are the biggest source of unapproved AI tool use, while over 40% of companies report AI security incidents costing $2 million or more in the past year.
August 4, 2026 · 2 min read
Microsoft and AWS Spend Billions Embedding AI Engineers
Microsoft, AWS, Google, OpenAI, and Anthropic are now paying to place their own engineers inside client companies to build working AI systems, and Gartner warns most of these projects will collapse once the outside engineers leave and internal teams cannot keep them running.
August 3, 2026 · 2 min read
AI Still Struggles to Reliably Close the Books, Test Finds
A new benchmark built by Mercor and Ramp found that even the best AI model could correctly complete a full accounting task in every one of eight repeated attempts only 2.6% of the time.
August 3, 2026 · 2 min read
Fast-Food Chains Scale AI Voice Ordering After Early Flops
Taco Bell, White Castle, and Dairy Queen are scaling AI voice ordering at drive-thrus after early failures, and rising minimum wages in 21 states are pushing more chains toward the same kind of automation.
August 3, 2026 · 2 min read
Startup June Raises $20M to Fix AI Deployment Bottleneck
June, a startup founded by former Salesforce executives, raised 20 million dollars from Marc Benioff and other investors to automate the messy, expensive work of connecting AI agents to a company's existing software instead of relying on armies of expensive human consultants.
August 3, 2026 · 2 min read
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