Operations | Monitoring | ITSM | DevOps | Cloud

Consider this: traditional cloud cost monitoring was like checking your fuel gauge once a month — after the trip was already over. That model worked when infrastructure scaled slowly. You provisioned resources predictably and paid for stable, linear usage. AI breaks that model. Today, AI costs behave like a high-performance engine with a hypersensitive throttle. A small input, like a prompt change or a single power user, can dramatically increase your fuel burn in seconds.

Reactive cloud cost-cutting leads to “Infrastructure Atrophy,” sacrificing performance and reliability for short-term savings. The 2026 solution is cloud cost optimization, leveraging scale-to-zero and pay-per-use architectures to eliminate idle waste without compromising product health.

With all we’ve seen from AI in the last several years, it can be easy to forget that it’s still in its very early days. As torrid as its evolution has been thus far, it will only intensify. As SVP of Engineering at a B2B SaaS company, I’ve had a front-row seat for much of this evolution. Here are three ways I see AI heading in 2026.

Block storage is a method for companies to manage files and databases by storing data in blocks for efficient and fast data access. It is similar to object storage, but depending on your needs, you may want to know which option better meets your needs. In this article, we will cover the following topics to help you understand: We will also offer options for you to get started with managing your storage for business with Internxt.

As organizations grow their cloud environments and branch office networks, maintaining reliable connectivity and application performance becomes more complex. VeloCloud SD-WAN provides dynamic, policy-based routing to help ensure that your connectivity is dependable and cost-efficient, and that your applications perform consistently.

Picture a small B2B software company in the early 2010s. The company grew in the 2000s to a few thousand customers by offering on-prem software to small and medium businesses. Senior leaders had recently decided to offer their software over the web via servers rented from AWS.

Eliminate the “idle tax” to reclaim 40% of your cloud spend and secure CSRD compliance.

Senior engineers are quitting because infrastructure plumbing has replaced actual building. This analysis explains why cloud abstraction is the ultimate retention lever for 2026.