An agent can perform work, but it cannot hold accountability. How to map ownership, delegations, and review obligations before the first bad incident instead of after it.
A new engineer keeps a diary of her first month at a company where an onboarding agent runs the checklist. Access sorted before day one, questions never rationed, feedback folded in.
Retros get archived instead of used. An agent that watched the whole campaign writes an evidence-linked record and resurfaces the lesson at the moment of decision.
The governance questions to settle before AI touches hiring: decision gates, written reasoning, owned requirements, candidate disclosure, and a plan for the bad week.
A function by function look at how one solo founder runs support, back office ops, and GTM with AI agents, and the escalation rules that make it safe.
What hiring analytics looks like when an agent posts a weekly pipeline digest in the recruiting channel: what moved, a plausible why, and who should look.
A 30-day real estate closing told as a countdown, where an AI transaction coordinator chases docs, dates, and lenders while the humans keep the judgment calls.
One new hire's first week with an onboarding agent: provisioning, policy Q&A, and scheduling handled by the agent, so HR's humans do the human work.
A superintendent spends hours a day answering questions whose answers already exist. An AI agent in the project channel ends the status chase and gives the deck back.
