He may even have some privileged information from The Monitor, who may have told Oliver it’s best that he handle this one solo to prevent casualties.
What may be more interesting is that Oliver is concerned that letting this person help will almost certainly lead to their death.
Is this because he’s unsure of the volunteer’s fighting abilities, or is well-aware the threat he’s about to face is unlike anything he or his allies have ever seen?