Who We Are
A specialist team at the intersection of AI, game design, and risk modeling
Equilibrisk was founded by practitioners who observed firsthand the systemic instabilities that rare digital item ecosystems produce when left unmonitored. Our team combines expertise in behavioral economics, machine learning, game theory, and live operations.
We operate under a strictly non-financial advisory framework. Our outputs are designed for ecosystem operators — live-ops teams, content architects, and platform administrators — not market or investment participants.
Our Values
The principles that guide our work
Every decision at Equilibrisk — from model design to how we communicate risk signals — is shaped by a consistent set of operating principles.
Operator Safety First
Every model output prioritizes actionable safety for operators before any other consideration.
Precision Over Volume
We surface fewer, higher-confidence signals rather than flooding operators with noise.
Transparent Methodology
Clients always know how a signal was derived and what assumptions underlie a model.
Ecosystem Neutrality
Our risk assessments do not favor any item, participant, or community faction within a client ecosystem.
The Team
People who built, broke, and re-balanced digital item ecosystems
Our team has held operational, research, and engineering roles across major gaming publishers, academic behavioral labs, and enterprise risk consultancies. We bring cross-disciplinary depth that generic analytics platforms cannot match.
Based in Hong Kong, we work with clients across Asia-Pacific, Europe, and North America. Our risk analysis team is available for on-site briefings by arrangement.
Risk Lead
Economy Modeling
AI Research
Behavioral Graph Models
Ops Analyst
Live-Ops Systems