Dangerous. What happens when your incredibly clever internal algorithm decides a customer is liable to lose money and you pocket their cash, and the trade goes a huge amount the other way? The customer demands their 1000% profits, and sues you when you can't pay up.
Also, if you really had this super always correct algorithm, just use it to place short trades or options trades based on what it predicts across the market and sit back and rake in the cash.