Vida Blog

How the AI Intake Coordinator turns a first call or an incomplete form into a completed intake, where the job stops, and what to measure.

The AI Administrative Assistant's job in six industries: the trigger, the work inside the system, the handoff, and the outcome an operator watches.

What the AI Administrative Assistant does in three workflows, where the job stops, and how to measure it on completed work rather than activity.

Why every AI employee needs a human manager, what that manager does each week, and how the role turns one AI agent into an AI workforce.

The eight parts of a job description for an AI agent: role, trigger, outcome, skills, access, rules, handoffs, and manager, with a worked example.

A plain definition of AI workforce management: the observability, outcome tracking, and controls a business needs once it has more than one AI agent.

The three causes behind canceled agentic AI projects, and why each is fixed by managing agents as employees with jobs, KPIs, and controls.

Why token counts and call volume are the wrong scorecard for AI agents, and the five outcome KPIs that make an AI employee accountable.

Five churn signals already in your systems, the research on what ignoring them costs, and how signal-triggered outreach turns them into saved accounts.