Unable to use Salesforce Application Scope in multibot Environment

Hi All,
I hope you are doing good.
I have an automation where I am using salesforce application scope to connect to a salesforce instance to read data. Since the salesforce application scope closes the connection when it completes. I am unable to use it in multi bot environment. As sometimes either one bot closes the connection of an ongoing transaction or some other bot refreshes the token in middle of a transaction and hence the previous bot fails to connect.
My query is that, is anyone aware of how can I make the token persist for multiple transactions, or has anyone faced such a scenario before?

Any suggestions would be helpful. Please let me know if you would require any more details from my side.
Thank you for your time.