One thing that stands out with Ada is the trade-off between enterprise-grade control and implementation complexity. The Playbooks + reasoning approach looks powerful for complex workflows, but the real question is whether smaller teams need that level of infrastructure.

For teams evaluating alternatives, I’d compare time-to-deployment, actual resolution rates, integration effort, and total cost at scale rather than just AI capabilities.