Research & Publications

What this means for you: The playbook we use with executive clients — how non-technical leaders evaluate vendors, hire the right people, and build a data & AI strategy that actually gets adopted. The 2024 edition adds AI ethics: bias, fairness, transparency and accountability.

What this means for you: A published, repeatable framework for auditing a token economy — the same method we apply to client projects, stress-tested in the paper on a DeFi project, Terra/Luna and Ethereum 2.0.

What this means for you: Proof the audit method works on live systems — a real stablecoin engagement, turned into peer-reviewed guidance on where token economies fail and how to check them.

What this means for you: A clinically benchmarked validation of a machine-learning health device against polysomnography — evidence we can take an algorithm through rigorous, real-world evaluation, not just a demo.

What this means for you: Two of the field's early formal arguments that token economies need real economic design — including three actual token-design engagements and how each was solved.

What this means for you: Foundational neural-network research — the deep technical grounding behind the way we evaluate what modern AI architectures can and cannot do for a business problem.

What this means for you: Machine learning on messy, real-world operational data — training loads, GPS traces, medical records — built in collaboration with elite football clubs including Tottenham Hotspur. The origin of our "production ML on imperfect data" practice.

What this means for you: Our open agent-based simulation framework for stress-testing a token economy against speculator behaviour before launch — simulation first, launch second.

What this means for you: Current working research on cryptoasset valuation and stablecoin architecture — the analytical machinery behind our token-economics advisory.

What this means for you: A decade of applied sports-analytics work — valuation models, outcome prediction, alternative data — the same methods we now apply to pricing, forecasting and risk questions in industry.