Insights
Notes from the work: what we see repeatedly across commercial voice operations, healthcare technology enablement and the communications layer AI is being deployed on.
Hosted PBX revenue stalls for the same reasons every time: provisioning and porting rework, knowledge concentrated in two or three people, and no owner for the handoff between sales and activation. The platform is rarely the constraint.
Draw the Tier 1 / Tier 2 boundary from ticket mix and escalation patterns rather than org chart convenience. When the boundary matches the real work, escalation volume drops without adding headcount.
Customer-facing healthcare technology teams do not need to be network engineers. They need enough fluency in VLANs, wireless choices, HL7 and FHIR data flow, and hospital cybersecurity posture to keep a deployment moving.
As real-time voice becomes the primary AI interface, latency, jitter and call-path reliability move from an engineering metric to a customer-experience metric — and onto whoever owns the communications layer.