About IQE Labs

Research-led. Engineering-focused. Built for what comes next.

IQE Labs is an independent Quality Engineering research and consulting initiative exploring how software quality must evolve as systems become increasingly AI-enabled, intelligent and agentic.

Our work connects practitioner experience, engineering experimentation and structured research to develop practical approaches for evaluating, governing and evolving modern Quality Engineering.

Read Our Point of View
Why IQE Labs Exists

Quality Engineering must evolve with increasingly intelligent systems

Software engineering is changing. AI-enabled systems increasingly retrieve information, reason over context, use tools and take actions. Traditional testing remains essential, but validating increasingly intelligent systems requires broader approaches to evidence, evaluation, governance and continuous quality.

IQE Labs was created to explore this transition and turn emerging ideas into practical Quality Engineering methods that organizations and practitioners can evaluate, challenge and apply.

IQE Labs combines organizational leadership with deep practitioner experience in Quality Engineering and engineering transformation.

Rasmi Priya Mati

Co-Founder & CEO

As Co-Founder & CEO, Rasmi provides organizational leadership for IQE Labs, helping shape its operations, development and long-term direction as the initiative grows.

Her focus includes business operations, organizational development and supporting the continued evolution of IQE Labs.

Kamal Kumar Natha

Founder

Kamal Kumar Natha is a Quality Engineering and technology leader with more than two decades of experience across enterprise software quality, test automation, automation architecture and engineering transformation.

His experience spans financial services, capital markets, retail and digital platforms, including automation frameworks, API and data validation, CI/CD, modern engineering practices and the emerging application of AI in Quality Engineering.

Through IQE Labs, Kamal connects practitioner experience with research and engineering experimentation to explore how Quality Engineering must evolve for increasingly intelligent and autonomous software systems.

How We Work

From emerging questions to practical engineering approaches

IQE Labs connects research, engineering experimentation and practitioner learning through an iterative development approach.

  1. 01

    Research

    Understand emerging Quality Engineering problems.

  2. 02

    Experiment

    Test ideas through engineering implementations and evaluation.

  3. 03

    Develop

    Turn evidence and learning into models and practical methods.

  4. 04

    Apply

    Use selected approaches in advisory, assessment and pilot engagements.

  5. 05

    Refine

    Evolve the work as evidence and implementation experience grow.

Learning from application feeds the next research question.

Explore IQE Labs

Explore the work behind IQE Labs.

Follow our research, explore the methodology, or start a conversation about your Quality Engineering challenges.