Execution cost
Record the visible worker or platform charge separately from model and API usage.
Compare AI agents with human virtual assistants across accountability, flexibility, cost, judgment, availability and workflow control.
AI agents are software and virtual assistants are people. That difference changes accountability, judgment, privacy and what kinds of work should be delegated without review.
AI agents can be useful for repeatable digital preparation at high availability. Human assistants are stronger where relationship judgment, ambiguity or accountable decisions matter. Many teams can use both.
Compare the total workflow, not hourly labels alone. Include correction time, escalation quality and the cost of mistakes when choosing which work belongs with software or a person.
Record the visible worker or platform charge separately from model and API usage.
Track how many human minutes are needed before the result can be accepted or acted on.
Count failed tool calls, reruns and corrections so cheap execution does not hide expensive recovery.
Compare task fit, model and API costs, required tools, human review time, permissions, approval gates, retry behaviour and evidence after each run.
No. AI agents are software. Customers remain responsible for decisions, access controls, data handling, applicable law and how outputs are used.
Run representative examples including missing data and tool failures, measure first-pass acceptance and reviewer minutes, and keep consequential actions behind approval until the workflow is stable.
Browse live roles, review pricing and start with one controlled workflow before scaling.