Intuition only works when you have a big enough set of patterns in your memory and stable environment. Otherwise, your subconscious mind is very unreliable.
So what can you do? You can build effective decision-making processes based on data and then follow these processes rigorously.
intuition
Why Is Your Intuition Failing You?
Intuition works only in a stable environment so you can learn the patterns. If you are a novice, or the environment is changing then ignore your gut and go with data and algorithms instead.