Quantum technology arrives with a governance problem unlike the one that classical computing posed. The systems are powerful, dual-use, and—at the hardware level—physically fragile in ways that ordinary quality regimes never had to model. Daiki, the AI and quantum governance company co-founded by Mauritz Kop, has published the Daiki Quantum Governance Recipe to close that gap: a toolkit that turns responsible-innovation principles into an auditable management system, anchored by what Daiki calls the world's first Quantum Technology Quality Management System (QT-QMS).
A management system for a fragile technology
The QT-QMS is a coined framework, extending to quantum the system-level discipline that ISO 13485 brought to medical devices and ISO/IEC 27001 to information security. The case for a dedicated discipline is physical as much as legal: quantum information lives in fragile superposition states that decoherence degrades on short timescales, and measurement is irreversible, so fidelity, error rates, and calibration drift become first-order operational facts. A quality system built for classical software simply does not have vocabulary for these failure modes, which is why Daiki argues quantum needs a management standard of its own.
Three ingredients, one auditable trail
The Recipe is built around three pillars. A QMS Backbone supplies the ISO-aligned, auditable framework for quality and risk management, integrating ISO/IEC 27001, 27005, and 42001 alongside the proposed QT-QMS. An Ethical Compass operationalizes the Ten Principles for Responsible Quantum Innovation—grouped as Safeguarding, Engaging, and Advancing—through checklists, templates, and guided assessments. An Assessment Engine automates Quantum Impact Assessments across the lifecycle, logging every decision into a time-stamped audit trail that spans ex-ante, ex-durante, and ex-post review. Daiki frames the synthesis of the three as a path to Quantum-Resistant Constitutional AI: systems hardened against quantum attack and bound to an enforceable set of values.
Standards first, regulation later
The Recipe rests on a standards-first philosophy—voluntary, consensus-driven standards as the most workable foundation for a fast-moving field—and situates that approach inside a four-stage cycle running from principles through soft law to hard law. That sequencing matters for timing: by building governance on standards already taking shape through ISO/IEC Joint Technical Committee 3, IEEE, and NIST's post-quantum cryptography work, organizations turn today's best practices into tomorrow's compliance evidence as binding frameworks such as a future EU Quantum Act emerge. Daiki points toward system-level certification of a company's QT-QMS by an accredited body, on the medtech model, as the longer-term destination.
Why it matters now
The deeper argument is one of timing and proof. Quantum governance, like AI governance before it, is moving from voluntary commitment to a documented, auditable function—and the organizations best placed for that shift are the ones building a single coherent management system now, rather than assembling a reactive checklist once enforcement arrives. For a quantum ecosystem dominated by startups and research labs, the Recipe's promise is to lower the cost of doing this well, so that responsibility and speed stop being a trade-off.
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