Scarcity
Scarcity is an online relationship-discovery engine for systems that drift under scarce data — it learns the typed structure, the form, of a dynamic system from thin, noisy streams. That central finding — form survives when magnitudes do not — grew into a theory of its own, Organizational Identity Theory. The work below spans the engine, the theory it produced, and the national-scale platforms built on it.
Organizational Identity Theory
The foundational paper. What can be recovered from systems that drift under scarcity — and why form survives when magnitudes do not. Evidence from macroeconomics, biology, and financial markets.
Scarcity
The online relationship-discovery engine at the core of the work — an automated statistician for streaming data that recovers the typed structure of dynamic systems, and the framework from which the theory emerged.
KShield
An agent-based economic simulation system that models Kenya's economy by representing sectors and actors as adaptive decision-making agents.
KPulse
A social sensing system that monitors online platforms in real-time to identify public sentiment, emerging threats, and reactions to policies or crises.
KCollab
A collaborative platform connecting stakeholders—government, businesses, and researchers—to coordinate responses, joint planning, and decision-making.
KScarcity
A unified national-level platform analyzing data across layers, simulating risks, explaining outcomes, and providing a real-time overview of interventions.