How do you handle the gap between feature requests and implementation?

Currently wrestling with feedback synthesis. Users submit requests → I write tickets → devs code → 2-3 week cycle. By then momentum is lost. I’ve been exploring whether AI could bridge this gap faster. Anyone solved this elegantly?