The prediction service behind the loyalty markets: a supervisor that orchestrates specialist predictor agents, blends them into one calibrated forecast, checks and guards it, prices it, and learns from the outcome. Read it as an executive or as an engineer.
Audience
This framework sits on the Player Data Platform (feature store + history), is governed by the Score AI Guardrails (embargo, no-leakage, market integrity), and feeds the internal loyalty prediction markets. The agents are exposed through the Score AI MCP.
reference architecture · representative agent stack · ensemble-of-specialists with calibration, guardrails and a closed learning loop built by 3 Halves Labs · for more information contact blake@3halves-labs.com