A new AI product needs continuing data updates, evaluation, user support, and incident response after launch. How should funding be planned?

1. Rely permanently on unpaid undocumented work from one engineer.
2. Fund only the initial demonstration and assume all later work is free.
3. Eliminate monitoring to avoid recurring expenses.
4. Fund the complete product lifecycle with named owners and recurring operating capacity.