What are the logistics challenges of e-commerce final mile delivery?

Consider yourself as a LSP (Logistics Service Provider) not as a consumer and please discuss:
1. What are the logistics challenges of e-commerce final mile delivery?
2. Where is the growth and new business opportunities in this part of fulfillment?