QERA = Question + Era
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ー Unlocking New Value, One Question at a Time ー
When decisions become uncertain,
the risk is not the technology —
but how decisions are made, and who is accountable.
I work with global organizations and policy leaders
to design decision frameworks, governance structures, and accountability models
that hold in the real-world.
■ SERVICES
01
Ask the right questions.
Set the strategic direction.
A focused 2–3 hour session for C-suite and board.
Clarifies the real risks, decision points, and strategic implications of AI and emerging technologies — tailored to your context.
Why AI and DX strategies fail
How designing responsibility - to drive your transformation
What “AI” actually is ―from
a strategic perspectiveWhere quantum computing is relevant — and where it isn’t
02
Move the organization.
Design for real execution
A hands-on workshop to structure how decisions are made across your organization.
Identify where responsibility sits, how systems interact, and what needs to change to move forward with clarity.
03
Navigate the external landscape.
Turn regulation into strategy.
Ongoing advisory on governance design and policy engagement.
Supporting organizations navigating AI, regulation, and international standards — from architecture to implementation.
■ THE QUESTIONS ― Are you asking any of these?
For CxO / Board
“We've run the pilots.
— So why isn't the value showing up in the business? ”
For AI Governance & Compliance Leads
“We’re building policies and controls
— but how do we design governance that actually works in practice,
before something goes wrong?”
For Product & Technology Leaders
“We’re building AI-powered products
— but how do we design for trust, responsibility, and value creation from the start?”
For Policy & Regulatory Affairs
“We’re trying to make sense of AI across jurisdictions
— but the real question is: what is AI actually changing, and how should governance adapt across different societal contexts?”
■ CREDIBILITY
Physics × Strategy × Policy. All three.
PhD in theoretical quantum physics. A decade of global strategy consulting. Now working at the intersection of AI governance, quantum policy, and sociotechnical systems — across organizations, standards bodies, and international institutions.
WebSummit 2025
Developer Stage, Opening Remarks — Lisbon
AI Transparency Institute
Board Member
UNESCO / FAO
Agricultural AI Data Governance discussions
ISO AI Standards
International standards dialogue, AI layer framework
TU Delft STS
Joint research — ecosystem accountability
Doshisha Univ.
Value Research Center — corporate value frameworks
■ Explore insights ― Era of Questions
QERA publishes frameworks, commentary, and analysis on AI governance, quantum policy, and the future of accountability — on Substack and LinkedIn. The AI layer diagram that sparked a conversation across the standards community started here.
The right question, asked at the right moment,
changes what becomes possible.
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