Thought Leadership
Our Insights
Our Story
What does Katsu mean to us?
At Miipe, "Katsu" represents more than just a name—it's a philosophy of excellence and precision. Katsu is the amalgamation of decades of experience, creativity, problem solving, and the pursuit of the beyond. It embodies our commitment to overcoming quality challenges through innovative engineering.
Our journey began with a simple observation: the digital world moves faster than traditional quality assurance can keep up with. We built our approach around the idea of "Quality Engineering at Speed," ensuring that innovation never comes at the cost of stability.
Our Katsu platform, is the collective contribution of Miipe's hive-mind wisdom, the evolution of quality engineering at scale with singularity of human and machine in perfect harmony.
Quality Engineering for an Era of Constant Disruption
In an environment where change is continuous and accelerating, quality can no longer be delivered in silos. Traditional models—isolated squads, fixed capacities, fragmented visibility into epics and features, and limited alignment across delivery teams—are no longer sufficient. They constrain insight, slow response, and ultimately erode quality at scale.
The future of Quality Engineering demands a fundamentally different approach: a unified, system-level awareness across the entire software delivery lifecycle. Quality must be embedded end-to-end, operating as a connective tissue that spans teams, platforms, and decisions. This requires rethinking not only tooling, but how teams are structured, how information flows, and how organizations adapt to change in real time.
Singularity: The Next Evolution of Quality Engineering
We call this next evolution Singularity.
Singularity represents a new model of Quality Engineering—one built on a flexible communication matrix where centralized intelligence meets decentralized execution. It enables continuous awareness, rapid alignment, and immediate adaptability as change occurs.
By leveraging AI-driven agents and 
SPF-based business and system perspectives, Singularity allows teams to instantly analyze the impact of change across the delivery matrix. Decisions are no longer delayed by handoffs, capacity constraints, or incomplete information; they are made in real time, informed by a holistic view of risk, quality, and velocity.
Singularity is not a framework; it is a unified hive-mind in action. An operating model designed to keep pace with relentless technological disruption while preserving what matters most: confidence, quality, and control.
This is how Quality Engineering evolves—not by reacting to change, but by being structurally designed for it.
Latest Thinking
Industry Insights
The Future of AI in Quality Engineering
The Future of AI in Quality Engineering
AI & Innovation — Customer experience and quality are inseparable, achieving them at scale requires a Hybrid Quality Engineering model that unites human intent with AI-driven execution to deliver faster, more precise outcomes aligned to real customer needs.
Shift-Left Testing Strategies
Shift-Left Testing Strategies
Best Practices — Conventional Shift-Left testing strategies are applied too late in unit testing; we are changing the thinking to Analysis and Design where input defines outcome of Quality.
Test Automation evolves to Hyper-Test Automation
Test Automation evolves to Hyper-Test Automation
Test Automation — With the speed of change and need for continuous regression and deployments, Hyper-Test Automation Vertically and Horizontally is now vital.