ETF portfolio managers, passive-plus strategy teams, and factor index providers use this agent to construct a sparse replicating portfolio that tracks a smart beta index with minimal tracking error and turnover. The agent is used at each index rebalance date to identify which securities can be excluded from the replicating basket without materially increasing tracking error.