ClarityX Research Institute

ClarityX was born from a simple observation made over two decades of working alongside CIOs, fund managers, and family office principals: the smartest people in the room were still making inconsistent decisions — not because they lacked intelligence, but because the volume and complexity of information had outgrown what any individual or team could reliably synthesize.

ClarityX was founded to solve that problem. Not with another dashboard or data feed — with a system that reasons the way the best investment committees think, and does it continuously, at a depth no human team can sustain.

Founder

Parson Tang

Founder & Chief Investment Architect

20+ years in institutional investment management — advising and deploying capital across foundations, family offices, and institutional clients at firms including Goldman Sachs and J.P. Morgan, where he served as Executive Director. Multi-asset experience spanning public equities, private equity, venture capital, and real assets. He holds a degree in Computer Science from the University of Southern California and an MBA from the University of Oxford.

MARY is built on that rare combination: someone who has sat in the rooms where investment decisions are made, understood exactly where the process breaks, and had the engineering background to rebuild it from the ground up. The system reflects two decades of institutional judgment, encoded — and continuously improving.

ClarityX draws on a network of technical advisors across quantitative research and AI engineering, with ongoing collaboration that informs the system's design and validation.

The Vision

Every institution, every family office, every serious allocator will need their own AI — trained on their philosophy, calibrated to their risk tolerance, embedded in their decision workflow. The firms that get there first will compound an advantage that others cannot close. MARY is the architecture that makes it possible.

Read our research → · How MARY works → · Request a briefing →