The enterprise question shifted from "what can it do" to "where does the call data go." Voice is biometric, deletion promises keep getting overridden, and regulators force data in-country. Dograh runs as the open, fully self-hostable voice layer inside the cloud isolation you already trust.
A practical breakdown of the top voice AI observability tools in 2026- Tuner, Roark, Hamming, Coval, and Cekura. What each does best across simulation, monitoring, CI/CD validation, and red-teaming, plus how to pick based on your stage.