Most organisations have values.
Fewer have systems that live up to them.
I design the ones that do.
Aubrey Blanche · Director, The Ethics Centre · Cambridge MSt in AI Ethics · 15 years across Atlassian, Culture Amp, and global enterprise.
The Mathpath
Mathpath = Math Nerd + Empath.
Most systems fail not because organisations lack good intentions — but because rigour and humanity get treated as separate concerns. The data team builds without asking who gets left out. The values team advocates without knowing how to make it measurable. The result is either a cold system or an ineffective one.
The Mathpath brings both. Structural analysis and genuine care for the humans inside the systems. That combination is what makes the work hold.
Aubrey Blanche
Aubrey Blanche is the founder of The Mathpath and Director of Ethical Advisory and Strategic Partnerships at The Ethics Centre in Sydney. She works at the intersection of AI governance, organisational design, and applied ethics — helping institutions close the gap between their stated values and how they actually operate.
Her clients are organisations navigating genuine complexity: AI adoption under regulatory scrutiny, governance structures that need to match public commitments, people systems where the stakes of getting it wrong are high.
She is currently completing a Master's in AI Ethics and Society through the Leverhulme Centre for the Future of Intelligence at the University of Cambridge.
How I Work
Building responsible AI systems, governance frameworks, and organisational processes that work the way they're supposed to — equitably, accountably, and under scrutiny.
Responsible AI strategy and roadmap
AI governance and accountability structures
Equitable systems design for people operations
ESG strategy embedded in operational practice
Diagnostic work for organisations that suspect the gap between values and operations is larger than it looks. I find it, name it, and tell you what it would take to close it.
AI ethics and governance audit
Organisational systems review
Gap analysis: stated commitments vs actual design
Custom workshops and learning experiences for leadership teams and cross-functional groups. Not awareness sessions — working sessions that change how people make decisions.
Responsible AI for leadership teams
Ethical decision-making under pressure
Designing for equity: foundations and practice
Ongoing strategic partnership for organisations that need a senior thought partner across AI ethics, governance, and responsible operations. Available fractional or project-based.
Fractional advisory engagements
Board and executive counsel
Strategic communications on responsible AI
+ Extended Bio
Aubrey Blanche is the founder of The Mathpath, a systems design practice that helps organisations close the gap between their stated values and how they actually operate.
Her work sits at the intersection of three things most organisations treat as separate: the rigour of data and structural analysis, the design of human systems that are genuinely fair, and the ethical frameworks required to make defensible decisions when the stakes are high. She calls this combination The Mathpath — because organisations that bring only analytical rigour or only human-centred values to hard problems tend to produce systems that are either cold or ineffective. Both are necessary. Most practitioners only bring one.
Over 15 years, she has worked at the systems level inside some of the world's most scrutinised organisations. At Atlassian, she invented the Balanced Teams methodology — a structural approach to proportional representation that moved the unit of analysis from company-level optics to team-level design. At Culture Amp, she led equitable operations across the full enterprise, from talent architecture to product development to ESG strategy. Across both, she built the thing she now helps others build: organisations whose internal design matches their external commitments.
Today, Aubrey serves as Director of Ethical Advisory and Strategic Partnerships at The Ethics Centre, where she works with financial services and corporate leaders navigating the complexity of ethical decision-making under pressure. She is concurrently completing a Master's in AI Ethics and Society through the Leverhulme Centre for the Future of Intelligence at the University of Cambridge — research she brings directly into her client work on responsible AI governance.
Her consulting practice, The Mathpath, works with organisations across AI governance, responsible technology strategy, people systems, and ESG — not as separate service lines, but as interconnected design problems. The AI system and the hiring process and the governance structure are all expressions of the same underlying question: what does this organisation actually value, and is it designed to act accordingly?
She is a non-profit board member, startup investor, and advisor to organisations building toward a more equitable world. Her work has been featured in Wired, the Wall Street Journal, the Australian Financial Review, First Round Review, and elsewhere.
She is based in Sydney.
Collaborations
Board Member: Circle of Blue, The Culture Amp Foundation
Advisor: Seen Culture, Seed & Spark, Pivot Diversity
Investor: Operator Collective, Rare Breed, Stark, Candor
