An AI workforce is a coordinated group of AI employees covering distinct roles within one business — reception, sales, service, education — with defined handoffs between them and a shared escalation path to human staff. The unit of design is the org chart, not the widget.
A single assistant asked to do everything degrades: scope grows, accuracy falls, and escalation rules blur. Splitting into roles keeps each operator's knowledge tight and makes performance measurable per job.
When a conversation leaves an operator's scope it transfers to the operator that owns it, carrying the transcript. Human escalation follows the same rule — the person receiving it never asks the customer to start over.
Most start with one role and add a second once delivery and escalation are proven.
They share the business's first-party material; scope and permissions remain per role.
Multi-role stacks sit in the higher published suite tiers.
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