Systems | Development | Analytics | API | Testing

‍ For many enterprises, their legacy systems are becoming more of a liability than an asset, slow to change, expensive to maintain, and risky in today’s security climate. But the rise of cloud infrastructure isn’t just hype: 94% of enterprises report using cloud services in some form by 2025. Moreover, the cloud‐first mindset has gone mainstream. According to Gartner, 85% of organizations will embrace a cloud‐first strategy by 2025.

The way people borrow and lend money has changed dramatically in the last decade. What once required multiple bank visits, lengthy paperwork, and long approval cycles can now be done online within minutes. This shift has been fueled by peer-to-peer (P2P) lending platforms, where borrowers are directly connected with the lenders, cutting out traditional financial middlemen. In 2025, P2P lending will no longer be a niche idea- it will be a mainstream way of borrowing and lending money.

You’ve probably been there: your AI coding assistant just generated what looks like a perfect solution to your problem. Decent code quality, reasonable structure, and even some comments. You run it, and… it works. So you ship it. Three weeks later, your production logs are full of 500 errors from edge cases the AI never considered, or worse, you discover the code has been making unvalidated database calls that could have been prevented with basic input sanitization.

In today’s fast-paced digital environment, software quality assurance services are no longer a choice in the development process; they are a requirement. SQA is not simply about identifying bugs; it is about preventing defects before they occur and making sure that software consistently delivers a great user experience.

Test data compliance efforts are falling behind development speed, creating a dangerous gap exploited by bad actors and scrutinized by regulators. It's a wake-up call: Dev and test environments are under stricter regulatory scrutiny than ever. In my role as Senior Product Manager for Delphix, I regularly work with enterprise teams who are discovering this reality the hard way.

We’re excited to introduce two powerful new capabilities in Xray: AI Test Case Generation and AI Test Model Generation for Xray Enterprise, powered by Sembi IQ — Sembi’s AI platform built to help QA, development, and security teams deliver better software, faster. With these new features, Xray brings intelligence directly into the testing process, making it faster to design tests, easier to ensure coverage, more secure by design, and always guided by human expertise.