SYSTEMS / VENTURES / EXPERIMENTS
Ideas are cheap.
Systems are evidence.
Selected products and technical programmes built to test a concrete thesis in the world.
COGNITIVE INFRASTRUCTURE / EDTECH
Reinforcia
Persistent student modelling and teacher orchestration for secondary education. An AI-native learning system built around the learner, not the lesson.
INDUSTRIAL COMPUTER VISION
Thermal Coal Intelligence
A thermal vision pipeline combining detection, foundation models and segmentation to monitor coal stockpiles and surface emerging combustion risk.
PORTFOLIO OPTIMISATION / EXECUTION
Quant Systems
A systematic long/short equity engine trading small-cap dislocations against a market hedge, using a proprietary geometric signal and a validation-first research process. Currently running a live paper-trading track record.
MULTI-AGENT REINFORCEMENT LEARNING
Combat Learning Lab
A visible self-play environment for testing whether embodied agents develop robust navigation and combat behaviour without reward exploitation.
Build cognitive infrastructure.
Use it to expand human capability.
Reinforcia is the first operating company in a longer programme: systems that model, coordinate and compound intelligence.