Specialized is necessary due to business requirements. User requests aren't always "here's a problem + the data, solve this to optimal". Here are other example

Specialized is necessary due to business requirements. User requests aren't always "here's a problem + the data, solve this to optimal". Here are other examples: 1. "here's the problem + data, solve it well enough within 10s" 2. "here's the problem + data, solve it well enough with a subset of the data" 3. "here's the problem + data, solve it partially, and then when near real-time updates come in, update solution to take new information into account"