Beginner friendly: Challenging

Starting an AI route optimization service for local delivery businesses would be challenging for the average beginner due to the technical expertise required in AI algorithms and software development. To set up this service, one would need to familiarize themselves with AI technology and develop a sophisticated optimization system. Online resources may provide some guidance, but the complexity of AI could present a significant learning curve for beginners. Costs range from $10,000 to $20,000 for software development and training. Time to profit could be substantial, likely taking 6 months to 1 year to establish a client base and see returns. I'd rate it a 1 because of the high level of technical knowledge and investment needed, making it difficult for most people without prior experience.