Systems | Development | Analytics | API | Testing

The Qlik AI Advantage: ROI positive analytics and AI

It’s been nearly three years since generative AI burst onto the scene, promising to revolutionize decision-making and operations for enterprises. The early days were all about visions and roadmaps; but now, boards and CFOs are demanding real ROI and measurable business impact from their investments.

What key factors to consider when choosing between open-source and commercial testing tools?

Community viability and integrations decide a lot when choosing between open source and commercial tools. Check whether the open source project’s community is large, active, and aligned with your use case. Verify that required integrations for your enterprise stack are supported. Consider long-term maintenance risk if a project is abandoned versus the sustained support and roadmap you get from a viable vendor.

MCP Tutorial: Build a Secure REST API & Dashboard in 5 Minutes | DreamFactory + Claude

In this 5-minute demo, we use DreamFactory’s MCP server with Claude Code and Claude Desktop to: This isn’t AI writing SQL. This is AI orchestrating secure APIs—fast, safe, and auditable. DreamFactory MCP is the secure API gateway that turns databases into AI-ready endpoints—with RBAC, parameterization, and audit logging built-in.

Smarter Test Design starts here: Introducing AI Test Case Generation in Xray

QA teams are more critical than ever but also more pressed for time. With faster development cycles and growing complexity, testers must keep speed and quality in balance. Yet test case creation is still slow, manual, and repetitive - consuming time, introducing errors, and risking missed scenarios. It’s time for something better.

Finding the Ghost in the Machine

The industry is rapidly moving towards deeper AI integration than ever before. What was once simply focused on chatbots or recommendation engines has pivoted significantly to AI systems communicating with other AI systems. These AI tools are leveraging multi-agent workflows to accomplish complex tasks that traditional systems have struggled with. Innovation without validation is a liability. Any developer worth their salt will know that these systems require ample testability and validation.

Leading with Data: AI-Driven Strategies for Tomorrow

In this interview with Nick Johnson-Hill, VP Data Group for Crum and Foster, we dive into what it takes to lead a modern team of data professionals and leverage modern data strategies for creating maximum impact. Nick also discusses the role and effectiveness of leveraging Generative AI for augmenting data teams.