sembi IQ: Revolutionizing Software Quality with AI

In today’s fast-paced digital landscape, software is the backbone of business success, but its growing complexity is a challenge for development teams worldwide. As software eats the world, complexity is chewing up software teams, leaving leaders grappling with how to maintain quality while accelerating delivery. Enter sembi, a trailblazer under the idera umbrella, unveiling sembi IQ - an AI-powered engine designed to transform software testing and security, empowering organizations to ship faster, smarter, and with unparalleled confidence.

sembi IQ: the new AI-powered testing platform and framework.

The Challenge: Balancing Speed, Quality, and Security

For C-level executives, the stakes are high. Software development is accelerating, fueled by AI-assisted coding that generates more code at unprecedented speeds. Yet, this velocity comes with trade-offs:

• Complexity Overload: Modern applications are intricate, making it harder to ensure quality without slowing down delivery.

• Regulatory Pressures: Global compliance requirements around security, privacy, and accessibility demand rigorous testing to avoid costly fines and reputational damage.

• Evolving Threats: AI is being weaponized by threat actors, increasing the volume and sophistication of cyberattacks.

These challenges create a perfect storm, where balancing speed, quality, and security is more critical than ever. sembi IQ steps in as the solution, offering a strategic approach to intelligent quality that aligns with the needs of enterprise leaders.

Your Central Intelligence System for Software Quality

sembi IQ isn’t just another AI feature - it’s the backbone of a unified platform that supercharges software testing and security across sembi’s trusted brands, including TestRail, Xray, Ranorex, DesignWise, and Testmo. Serving over 10 million users across 25,000 companies, sembi’s mission is clear: help teams deliver high-quality software at a faster pace, without compromise.

sembi IQ embeds AI-driven capabilities into every stage of the software development lifecycle, from test case generation to optimization and security scanning. Built with direct input from customers, it addresses real-world challenges with practical, enterprise-ready solutions.

Key Features of sembi IQ

1. AI-Powered Test Optimization
   Launched in DesignWise, sembi IQ’s test optimization tool leverages AI to streamline functional, integration, and user acceptance testing. By generating optimized test plans based on requirements, it eliminates redundancy, boosts coverage, and reduces maintenance overhead. For example, in a demo of an e-commerce checkout flow, sembi IQ automatically generated parameters like payment methods, shipping options, and promo codes, achieving 83% test coverage with just seven test cases.

2. Test Case Generation
   Coming soon to TestRail and Xray (Q3 2025), sembi IQ’s generative AI transforms requirements into actionable test cases. By linking to Jira tickets or inputting requirements, teams can quickly generate tailored test cases, with the flexibility to refine or steer AI suggestions toward specific goals, such as security or performance testing.

3. Unified Platform Vision
   sembi IQ integrates seamlessly across it’s portfolio, creating a continuous quality loop. From generating test cases in TestRail and Xray to automating tests in Ranorex and securing code with tools like Kiuwan and PreEmptive, sembi IQ ensures all quality data resides in one platform, delivering actionable insights for better decision-making.

4. Security and Privacy First
   Designed with enterprise needs in mind, sembi IQ prioritizes data security. Hosted on AWS with compartmentalized data per customer, it ensures no sensitive information is shared or used to train LLMs. AI features are opt-in, giving organizations control over adoption based on their compliance policies.

Why C-Level Managers Should Care

For executives, sembi IQ delivers measurable business value:

• Accelerated Time-to-Market: AI-driven automation and optimization reduce testing cycles, enabling faster releases without sacrificing quality.

• Cost Efficiency: By eliminating redundant tests and focusing on high-impact scenarios, sembi IQ helps teams do more with less, optimizing resource allocation.

• Compliance and Risk Mitigation: Automated security scans and compliance-focused testing reduce the risk of fines and reputational damage.

• Scalability: Whether your team is 10 or over 10,000, sembi IQ’s enterprise-ready architecture scales effortlessly to meet your needs.

• Future-Proof Innovation: With plans to integrate advanced AI models like LLMs, agentic AI, and multimodal AI, sembi IQ positions your organization at the forefront of the AI-driven quality revolution.

What’s Next?

sembi IQ is already live in DesignWise, with beta programs for TestRail and Xray launching in Q3 2025. C-level leaders can explore these features by signing up for a DesignWise trial or joining the beta programs via the sembi IQ landing page (sembi.com/iq). Stay tuned for future announcements, including test script generation for Ranorex and enhanced reporting capabilities across the platform.

The Bigger Picture: A Unified Quality Ecosystem

sembi IQ isn’t just about today’s challenges - it’s about anticipating the future - together with NUCIDA. By integrating AI across testing, automation, and security together with a sophisticated test process framework based on TestSPICE and ISO/IEC 29119, NUCIDA is building a unified platform that empowers teams to deliver high-quality software in an increasingly complex world. For C-level executives, this means a strategic partner that aligns with your goals: faster delivery, reduced risk, and a competitive edge.

Ready to transform your software quality strategy? Visit NUCIDA to learn more about artificial intelligence solutions. The future of intelligent quality is here.

Want to know more? Watch our YouTube video, AI-driven Testing | Top or Flop?, to leverage your business processes to the next level. 

Pictures from pixabay.com and NUCIDA Group
Article written and published by Torsten Zimmermann