Operations | Monitoring | ITSM | DevOps | Cloud

150+ AI statistics for 2026: spend, cost, and AI ROI

Worldwide AI spending will reach $2.59 trillion in 2026, up 47% from 2025, according to Gartner. Yet only 37% of organizations report any earnings impact from AI, McKinsey finds. These AI statistics cover what companies spend, what AI costs to run, and the ROI they're actually getting. That gap between the two headline numbers is the story of AI in 2026.

From a $60K invoice to a $200B earnings call, few can explain the AI bill

CloudZero’s own AI Economics Pulse for September found the 75th percentile of its 430-company customer panel crossed 10% of its cloud bill on AI for the first time in August. Gartner’s latest survey found only 22% of organizations have scaled AI successfully and 11% don’t know what their own function spent on it last year. CJ Gustafson showed what that gap looks like on an actual invoice this week.

How Traceroute Works and How to Read Its Output During an Outage

Users report that an internal application has gone slow, the server dashboards look normal, and the network group says nothing changed on their side. So where between the user and the application does the time actually go? Much of that answer comes from traceroute. The command lists every router a packet crosses on the way to its destination, with a timing figure set against each one. Arguments about ownership then come down to a single device on a single route.

How Outsourcing Manufacturing Can Improve Business Operations

Turning a great idea into a successful product line is a complex journey. You've likely spent countless hours perfecting your formula, designing your branding, and pinpointing your target market. But often, the biggest challenge comes when you need to make that leap from concept to a physical product: manufacturing. For many companies, especially small to medium-sized ones, building and running their own production facility just isn't practical. That's where outsourcing manufacturing steps in as a powerful way to streamline operations and boost growth.

How Video Production Services Support a Stronger Marketing Strategy

Marketing budgets get stretched across a lot of channels, paid ads, email campaigns, social content, SEO, and it is easy for video to end up as an afterthought squeezed into whatever remains. That approach misses something important, since video has become one of the most effective ways to actually capture attention and communicate a brand's value in a market where audiences scroll past static content in seconds.

How we built iOS 27 into StatusIQ: Onscreen awareness, Siri actions through Spotlight, a one-stop widget for key information, and Liquid Glass optimization

When an incident hits at 2am, every second of context switching adds risk. The latest StatusIQ iOS update is built around one principle: Get the right information and the right actions to your team faster, with less friction. With iOS 27 support now live in the StatusIQ mobile app, here's what's changed and why it matters.

SAP Cloud ALM vs Solution Manager: What's Actually Changing

For most SAP customers, Solution Manager has been the system of record for how change happens. It has run ChaRM to control transports, hosted the IT service management queue for incidents and requests, driven test management and process documentation, and provided the monitoring layer for many on premise landscapes. It has done this job, largely unnoticed, for two decades.

eBPF: Correlating rustls Plaintext to TCP Connections Without a File Descriptor

In Under the Hood with Go TLS and eBPF, I left socket tracking as an exercise for later. The example used bpf_get_current_pid_tgid() and explicitly excluded concurrent TLS operations. Capturing plaintext was enough for that post. With rustls, later arrived: I could read the HTTP payload perfectly and still attach it to the wrong TCP connection. That’s a frustratingly convincing failure. The request looks right. The response looks right. The application works.