Business interfaces and packages
FrameworkPack is not a factory.
Business declares methods that automatically are public, remove the word public.
BusinessImpl looks like a ReadOnly-Class, declare the fields as final.
If FrameworkPack shall never be instanicated, create a private Constructor and make the class final so noone is able to create a instance.


You can use the Abstract-Factory and Singleton- pattern by ease.

public interface Framework {
    Business newBusiness(String name, String address, String city, 
                         String zipcode, String origKey);
    Inspection newInspection(String origKey, String businessOrigKey, 
                             String score, String date);
}
public interface Business {
    String getName();                   
    String getAddress();                
    String getCity();                   
    String getZipcode();                
    String getOrigKey();                
}
public final class FrameworkPack implements Framework {
    private FrameworkPack(){};
    private static final FrameworkPack INSTANCE; 
    public static final FrameworkPack getInstance(){
        if (INSTANCE==null) {
           ensureExistingInstance();
        }
        return INSTANCE;
    }
    private synchronized void ensureExistingInstance(){
       if(INSTANCE==null){
         INSTANCE = new FrameworkPack();
       }
    }

    public BusinessImpl newBusiness(String name, String address, String city, 
                         String zipcode, String origKey){
      return new BusinessPack(name, address, city, zipcode, origKey);
    }
    ...
}
public final class BusinessPack {
    private final String name;
    private final String address;
    private final String city;
    private final String zipCode;
    private final String origKey;
    BusinessPack(String name, String address, String city, 
                         String zipcode, String origKey) {
      this.name = name;
      this.address = address;
      this.city = city;
      this.zipcode = zipcode;
      this.origKey = origKey;
    }
    ...
}