CHIP program provides low-cost health coverage for children in families with modest incomes. It covers essential health services like doctor visits, immunizations, and prescriptions. Administered by states with federal funding, CHIP ensures kids receive necessary healthcare, bridging the gap for families who don't qualify for Medicaid but still need affordable coverage for their children.