How Do You Manage Exchange Counterparty Risk When Receiving Large Crypto Payouts?

Many prop firms offer direct cryptocurrency payouts (USDT/USDC or BTC) to simplify international transfers. How do you handle subaccount API keys and wallet security to manage counterparty risk on centralized exchanges once a substantial payout hits your wallet?