An organization piloting an autonomous AI seller agent wants the agent to independently offer a small loyalty discount to long-tenured customers renewing a subscription, but only within a pre-approved range, and wants every offer logged for a quarterly compliance audit. Which configuration achieves this while keeping the agent's discretion bounded?
Select an answer to reveal the explanation.
Short Explanation
The organization's ask has two parts: let the agent act on its own within a fenced-in range, and keep a full paper trail for later review. Giving it free rein with no ceiling and hoping customers will speak up if something feels off provides no real boundary and nothing to audit until after the fact. Requiring a manager to sign off on every single offer in real time basically cancels out the whole point of having an autonomous agent, since now a human is in the loop for every decision anyway. Turning discounting off altogether just avoids the goal instead of meeting it safely. What actually threads the needle is giving the agent a defined range and eligibility rule to operate inside, paired with automatic logging of everything it does, so oversight happens through review rather than through constant intervention.
Full Explanation
The correct answer is A. Defining a bounded discount range and eligibility rule constrains the agent's autonomy to exactly the scope the organization approved, and enabling logging of every offer satisfies the requirement for a quarterly audit trail without adding a human bottleneck to each transaction. Option B is incorrect because unrestricted authority with no bound and no proactive oversight relies on customer complaints as the only control, which does not bound the agent's behavior in advance and provides no systematic audit record. Option C is incorrect because real-time manager approval for every decision removes the autonomy the organization is piloting in the first place, turning it into a human-approval workflow rather than an autonomous agent operating within guardrails. Option D is incorrect because disabling discounting entirely abandons the pilot's stated goal of having the agent independently extend loyalty discounts, rather than achieving it within safe bounds.