True conclusions don't mean your premises were necessarily true. False premises, true conclusion:
All cats are birds.
All birds are mammals.
Therefore, all cats are mammals.
Axioms are not assumptions
At their core, they are - or more accurately, they are assertions without proof. Even if you think you can inductively reason your way into axioms, you're just pushing the assumption back a step by assuming that the inductive principle is itself true, when it is definitely unproven, and probably unprovable.
No problem. Just call the assumptions self-evident.