Systems | Development | Analytics | API | Testing

In a previous blog post, we introduced one of the most significant advancements in Qlik Predict to date — multivariate time series (MVTS) forecasting, bringing enterprise-scale accuracy and context to complex prediction problems. But MVTS is only part of the story. Over the past few months, we’ve continued to enhance Qlik Predict with several powerful updates designed to make predictive AI more trustworthy, fair, and connected for our customers.

When you treat data as a product, your architecture delivers reliable, reusable data assets for every team.

WSO2 Integrator, which unites the BI, MI, SI, and ICP components, continues to evolve to help enterprises build and manage integrations that are faster, smarter, and easier to operate. With the November 2025 release, the product becomes more cohesive, intelligent, and developer-friendly than ever before. Included in this release: Together, these updates empower teams to innovate faster, govern integrations effectively, and operate reliably across the enterprise.

Most modern enterprises are generating more data than they can use, let alone integrate, analyze, and extract value from. Some figure out the secret to data value extraction is monetization—identifying data so valuable that other companies will pay for it. And now, the shift to real time data monetization is no longer a strategic option but a fundamental requirement for modern enterprises.

Effective test case management transforms scattered testing efforts into a systematic quality assurance powerhouse. Start treating test case management as a strategic investment, not an administrative burden. Poor software quality costs the U.S. economy at least $2.41 trillion annually, according to the Consortium for Information & Software Quality's 2022 report. Yet many QA teams still struggle with scattered test cases, missing documentation, and zero visibility into testing progress.

In the high-speed world of software development, the label V Software Development can suggest two distinct but connected concepts. On one hand, it denotes software development with the contemporary V programming language—a language intended for simplicity, efficiency, and security. On the other hand, it can symbolize the V-Model Software Development life cycle, a traditional model of software development that is characterized by structure, order, and verification at every phase.

A burgeoning cutting-edge technology has been fundamentally transforming how we build automation inside disruptive businesses: agentic AI. The impact of agentic AI is already shaping up to be massive. And agentic adoption is soaring: Kong's Agentic AI in the Enterprise report found that, of those with visibility into their organization’s plans, 90% say their companies are actively adopting AI agents.

In just a few steps, you can link your SQL Server database to ChatGPT using DreamFactory, eliminating the need for custom API development. DreamFactory automatically generates secure REST APIs for your database, enabling ChatGPT to interact with your data effortlessly. Here's a quick breakdown: What You Need: SQL Server instance, DreamFactory account, API key, and OpenAI's ChatGPT API access.

At Confluent, we've been talking to customers about Streaming Agents—intelligent systems that work in the background responding to system events instead of to human chat inputs. The key question has been: What triggers these events? The signals have to be of high quality for an agent to act on since feeding raw events to an agent can be wasteful and overwhelming. A powerful pattern has emerged: agentic investigation and remediation of anomalies.

In 2022, OctoPerf went through a major UI makeover. The goal was not only to move to a more modern tech stack, but above all to offer a smoother, more flexible experience to our users. Since then, this new UI has been warmly welcomed by the thousands of people using OctoPerf every day. Over time, we’ve kept listening to you: your positive feedback, your suggestions, your ideas for improvement.