AI Adoption Framework for Real-Time Communications: 7 Stages Engineering Teams Actually Ship in 2026

If you build voice, video, or messaging platforms, you already know AI adoption is not the same conversation as trying a model. The model is the easy part. The hard part is what happens when that mode