How to Hire the Person Who Runs Your AI Agents

TL;DR: Hire an agent operations owner around the decisions your organization actually needs someone to make: what may run, who reviews exceptions, when work stops, and how a handover survives absence. Use a job description that names authority and a short, paid simulation that exposes competing instructions. ChatGPT Dots make ongoing delegation newly visible, but a product announcement does not establish a standardized occupation, salary premium, or hiring boom. This article proposes a role design for employers; it does not claim that the proposed title already has a settled labor market.

The vacancy begins with an unanswered question

Imagine a small services company that has introduced AI assistants into research, scheduling, document preparation, and customer follow-up. This is a fictional organization, used throughout the article to make the hiring decisions concrete. Its assistants produce useful drafts. The founders can name the tools. What they cannot explain consistently is who should respond when a scheduled task sees a customer request that conflicts with yesterday's instructions.

One founder assumes the person who wrote the prompt owns the problem. Another assumes the employee receiving the notification owns it. The employee believes the assistant should have asked the customer. Everyone has a plausible local story, yet the business has no shared answer. Hiring another prompt enthusiast would add activity without necessarily resolving this gap.

The relevant vacancy is therefore not initially an AI vacancy. It is a vacancy in operational ownership. Someone must translate business commitments into repeatable decisions and ensure that those decisions remain understandable when the founder is unavailable. The tool may change; the obligation to the customer continues.

OpenAI's Dot documentation, checked on October 1, 2026, describes ongoing work between conversations and connected-app access. Its default computing environment is in the cloud; access to a user's local computer is optional. Those distinctions matter when defining a job's scope, because maintaining local devices and supervising delegated work are different responsibilities. OpenAI's Dot setup documentation provides the product context, rather than evidence for a specific employment forecast.

Our proposed role exists where recurring delegation has become important enough that informal founder supervision is no longer adequate. Some organizations can assign it to an existing operations lead. Others may need a dedicated hire. The choice should follow workload and decision complexity, not enthusiasm for a newly fashionable title.

The job description, with its hidden questions exposed

The following brief is an original example, not an advertisement from an employer. Read each clause as a promise the hiring organization must be able to honor. If management cannot answer the accompanying question, revise the role before asking applicants to solve it.

Role purpose: make delegated work dependable

Suggested wording: You will own the operating rules and daily exception handling for a defined set of AI-assisted workflows. Your goal is to help the business complete its commitments while preserving a clear route for human decisions.

The phrase “defined set” is essential. A new employee cannot reasonably own every assistant used by every team if the organization has no inventory, budget, or authority to bring those uses into view. Start with named workflows. For our fictional company, these might be customer research briefs and follow-up preparation. Keep financial approvals and production engineering outside the initial remit unless the employer can supply the relevant domain supervision.

Dependability should mean something observable. A research brief reaches the correct reviewer with sources attached. A follow-up draft reflects the latest customer instruction. An unresolved disagreement becomes visible before a commitment is made. These outcomes are more specific than “improve productivity,” and they do not require pretending that every useful activity can be reduced to a single numerical target.

Employer question: Which work is included on the first day, and which work is explicitly owned by another person? An applicant should receive this answer before accepting the role. Otherwise the employer is selling accountability while withholding its boundaries.

Decision authority: specify what the employee can stop

Suggested wording: You may pause the workflows you own when instructions conflict, required evidence is missing, or the current process would exceed agreed authority. The business owner will decide substantive customer, commercial, and legal questions.

A pause is a business action with consequences. If the employer wants a person to pause delegated work, it must also accept that a pause can delay an attractive result. A manager who rewards uninterrupted activity while criticizing every interruption has defined an impossible job. The employee will learn that the written mandate is weaker than the informal demand to keep things moving.

The role should not quietly absorb specialist decisions. Deciding whether a customer discount is commercially acceptable is different from detecting that an assistant is about to offer an unauthorized discount. The operations owner can identify and route the issue without becoming the sales director. Likewise, recognizing a missing data-use instruction does not make that person the organization's lawyer.

Employer question: Who will answer escalations, within which working window, and what happens if they do not answer? “Ask leadership” is incomplete if leadership is traveling or asleep. Name a default state for unresolved work rather than expecting an employee to infer how much unauthorized action the organization will tolerate.

Core work: translate, inspect, and maintain

Suggested wording: You will turn accepted workflow requirements into readable operating instructions, inspect recurring exceptions, maintain handover notes, and coordinate improvements with domain owners and engineers.

Translation here means preserving meaning across audiences. A commercial owner says, “Do not bother customers unless there is something useful.” An assistant needs a more concrete trigger. An engineer needs to know what data and controls the workflow requires. A reviewer needs enough context to decide whether an exception actually matters. The operations owner helps these people agree on a workable definition without claiming that a clever prompt can settle a disagreement about policy.

Inspection should include completed work, not only failures. A seemingly successful brief may contain evidence that no longer answers the requested question. A draft may be polished while describing an outdated scope. Looking only at error notifications encourages a narrow view of quality: whatever did not visibly break becomes acceptable by default.

Maintenance is less glamorous than creating the initial workflow, yet it is part of the vacancy. Customer practices change. A source becomes inaccessible. A manager leaves. A process note can remain syntactically correct while becoming organizationally false. The employee needs protected time to revise instructions and retire obsolete assumptions.

Employer question: How much of the week can be spent improving the process instead of responding to immediate requests? If the answer is “none,” advertise an exception desk rather than a workflow owner.

Required experience: ask for transferable judgment

Suggested wording: You have experience coordinating a repeatable process across people or systems, explaining exceptions in plain language, and distinguishing a draft recommendation from an authorized action. You can investigate a workflow's behavior and work with technical colleagues when changes require engineering.

This wording allows relevant experience from customer operations, editorial production, service delivery, research coordination, or technical support. It does not pretend that every background is interchangeable. A role involving code changes still needs appropriate technical competence. A role handling a specialized domain still needs access to domain knowledge. But an employer should be able to explain why a named tool or credential is necessary before using it as an automatic filter.

Tool experience can reduce onboarding time. It cannot, by itself, establish whether an applicant will notice that two valid instructions conflict. Ask candidates to describe how they handled a process ambiguity in previous work, allowing them to anonymize employers and details. Listen for what they actually did, what remained undecided, and how the next person knew the outcome.

Employer question: Which skills must exist before joining, and which can be learned using company time and materials? Requiring deep experience in a newly introduced feature may accidentally reward confident claims rather than credible experience.

A simulation that reveals the work

The interview exercise below is a suggested hiring method, not a validated psychometric assessment. Use it as one source of evidence alongside interviews, references where appropriate, and the candidate's relevant experience. Its value comes from matching the responsibilities of the role, not from pretending to measure a universal trait called AI judgment.

Give the candidate a fictional customer-research workflow. Supply a one-page business brief, a draft assistant output, a list of allowed actions, and three short messages that arrived at different times. Keep the materials self-contained so the exercise measures interpretation and operational thinking rather than access to paid subscriptions or private networks.

In the brief, a customer requests a comparison of two suppliers for an upcoming decision. In the first message, the account owner permits preparation of a draft. In the second, the customer changes the selection criteria. In the third, an internal colleague asks the assistant to send the original comparison immediately. None of these messages need to be malicious. The disagreement is sufficient.

Ask the candidate to prepare a response plan and a handover note. They should say what can continue, what needs revision, what should wait, and who must decide. Give them permission to ask clarifying questions. An exercise that punishes clarification can reward the very behavior the employer later wants to prevent: silently converting uncertainty into unauthorized action.

A strong response might allow research to continue under the revised criteria while holding external delivery. It would identify the internal request as insufficient to override the customer's change and would ask the named owner to resolve the delivery deadline. Other responses may also be defensible if they state their assumptions and respect the supplied authority. The interviewer's task is to evaluate reasoning, not demand a secret preferred sentence.

Pay candidates for substantial exercises and give a clear time limit. Do not ask them to repair a live company workflow as unpaid audition work. A fictional packet lets the employer assess relevant decisions while keeping customer data and production responsibilities out of the selection process. State whether AI assistance is allowed, and make the rule the same for every candidate.

How to read the candidate's response

Begin with the candidate's reconstruction of the situation. Did they separate the latest customer requirement from the old draft? Did they distinguish internal urgency from permission? Did they notice what the materials did not establish? A person who produces a polished final email before explaining these distinctions may be good at writing but unready for this particular ownership role.

Next inspect the proposed continuation. Some candidates may stop everything because stopping appears safe. That can be understandable, but the role also requires identifying useful work that remains within bounds. If source collection can proceed without external commitments, pausing the entire workflow may create avoidable delay. Conversely, continuing every branch because “the user wanted progress” misses the operational significance of the revised request.

Read the escalation as a piece of service design. A useful escalation names the decision, the options, and the consequence of waiting. An unhelpful escalation merely forwards a long transcript. The difference matters because a busy manager needs to decide, not reconstruct. The candidate should make ambiguity easier to resolve without erasing it.

Finally, ask another interviewer to read the handover note without explanation from the candidate. Can that interviewer tell what is pending and who owns it? Can they distinguish confirmed facts from assumptions? This small reading exercise tests a real requirement of the job: an operational decision must survive beyond the person who made it.

Do not overinterpret style. A concise candidate and a discursive candidate may both reach clear, defensible decisions. Establish the role's actual communication requirements, then judge whether the work meets them. Prefer a readable answer with honest uncertainty over an impressive vocabulary that conceals missing authority.

The committee can use this compact evidence table while comparing responses. It is a discussion aid, not a numerical personality score.

The interview conversation after the exercise

The most revealing questions concern alternatives. Ask what would change if the customer had explicitly authorized direct delivery. Ask what would change if the account owner could not be reached. Ask which part of the process they would improve after this incident. The aim is to see whether the candidate updates reasoning when the conditions change, rather than repeating a memorized safety formula.

Invite the candidate to criticize the brief. A competent owner should notice when the organization has provided contradictory incentives or incomplete responsibilities. If the employer treats every such observation as a lack of enthusiasm, it is selecting for compliance with ambiguity, not resolution of ambiguity.

Ask about an earlier handover that failed. Allow a modest example. A support ticket, publishing schedule, or recurring reporting process can reveal relevant thinking without requiring a grand transformation story. What information was absent? What did they revise? How did they know the revision helped the next person? The applicant should not need to present confidential records to answer.

Discuss relationships with engineers and domain owners. A person who dismisses engineering as mere implementation may struggle to understand technical constraints. A person who assumes engineers should decide every business policy may leave operational questions unresolved. The proposed role sits between these responsibilities and needs respect for both.

Give the candidate a realistic view of working hours. If the company expects notifications outside agreed hours, explain how coverage works and how the work is compensated according to the applicable employment arrangement. Avoid selling an always-on product as a reason a human employee should also become permanently available. The product's availability does not define a sustainable job.

The boundaries between this hire and other roles

The proposed owner is not automatically the model engineer. They may identify a recurring failure and supply examples, while an engineer investigates implementation and chooses the appropriate technical change. In a very small organization one person may perform both functions, but the job description should make the combination explicit rather than hiding it behind an expansive title.

Nor is the owner automatically a security specialist. They should know when a workflow introduces an access question and whom to involve. But a role that requires security architecture, incident response, or privileged-system administration needs those capabilities and corresponding authority. Adding those duties casually can turn an operations vacancy into several jobs with one salary.

The business owner remains accountable for the business promise. If management has promised a customer a result that the process cannot reliably supply, the employee should be able to expose that mismatch. They should not be expected to repair the promise indefinitely through manual intervention. Otherwise automation becomes a disguise for invisible human overtime.

A procurement function, where one exists, may own contracts and vendor selection. The agent operations owner can explain operational needs and compare workflow implications. The two functions should exchange evidence. Buying a feature-rich product does not establish how employees will use it, just as a well-written procedure does not establish whether a supplier's terms fit the business.

NIST's AI Risk Management Framework is voluntary guidance intended to incorporate trustworthiness into AI design, use, and evaluation. It can provide shared language for cross-functional discussion, but it does not prescribe this job title or certify the proposed interview exercise. NIST's framework overview is useful background for employers seeking a common reference without inventing a formal occupation.

The first working month should prove the job exists

Before the person starts, supply access to the workflows within their remit, the relevant business owners, and existing instructions. Avoid making them discover basic responsibilities through a series of emergencies. An incomplete initial inventory is acceptable if the employer acknowledges the gap and gives the employee time and authority to complete it.

Their early work should produce a shared account of the current process. For each included workflow, a colleague should be able to explain the intended result, the permitted actions, the reviewer, and the unresolved cases. This is not a demand for elaborate documentation. A short note that people actually use is more valuable than a large operating manual that nobody can maintain.

Choose one recurring ambiguity to resolve with the responsible manager. Perhaps delivery deadlines conflict with review availability. Perhaps customer changes are recorded in one place while assistants read another. Solving a specific mismatch makes the role's contribution tangible without assuming that the employee must immediately redesign the organization.

Schedule a handover rehearsal. Another colleague should operate the process from the new notes while the owner observes. The rehearsal may uncover missing context, ambiguous language, or assumptions about personal memory. These findings are a successful discovery, not evidence that the new employee has failed. The purpose is to make the process less dependent on an individual.

At the end of this period, discuss whether the remit is still coherent. If most of the work is technical implementation, the company may need a different role mix. If the owner spends all day waiting for executive decisions, management must improve its response process. Hiring cannot compensate for an organization that has not decided who may decide.

What a fair success conversation sounds like

Ask whether important exceptions reach the right person with enough context. Ask whether the number of avoidable repeat incidents is falling in the workflows actually included. Ask whether reviewers understand what they are approving. Use examples alongside any available counts, because a single serious ambiguity can matter more than many routine completions.

Treat pauses as information. A pause may reveal a bad instruction, an absent approver, or a real limit of the current system. It may also reveal an overly cautious rule that should be revised. The employer should distinguish these cases instead of interpreting every stop as poor productivity or every continuation as success.

Avoid evaluating the employee only on assistant output volume. They can increase that volume by reducing review, accepting weak evidence, or expanding authority beyond what the business intended. An incentive that rewards these shortcuts undermines the role's purpose. Make the evaluation reflect the quality of the operating decisions and the commitments being served.

The candidate deserves the same clarity the organization wants from its assistants. A good offer names the remit, the decision authority, the working relationship with specialists, and the expected coverage. It also explains how disagreements with management will be resolved. The role cannot be effective if raising a process concern is interpreted as disloyalty.

The most credible hiring story is therefore quite ordinary: this is the work that needs an owner, these are the decisions that person may make, and these are the people who will support them. Dots and other ongoing assistants make the need easier to see. The employer still has to do the less glamorous work of designing a job that a real person can succeed in.

A hiring committee must also examine its own assumptions

Before making an offer, have interviewers compare the evidence they used. One may value the candidate's technical vocabulary. Another may value their handling of the changed customer request. A third may respond to a familiar professional background. Bring those impressions back to the actual duties. Which observation shows that the person can perform the work, and which merely makes them feel recognizable to the committee?

Keep a record of unresolved concerns and how the employer intends to support them. If a candidate has strong operations experience but limited familiarity with the chosen product, the employer can plan onboarding. If the concern is inability to identify decision ownership even after clarification, additional product training may not address it. Distinguishing teachable unfamiliarity from a missing core capability makes the decision more honest for both parties.

Let applicants ask about previous exceptions without requiring the organization to expose confidential details. A candid employer can describe a representative ambiguity and explain what it learned. This conversation helps the candidate assess whether the proposed authority is real. It also lets the organization see whether the candidate is interested in the ordinary maintenance work, beyond launching new automations.

When rejecting an applicant, avoid presenting the simulation as a scientific verdict on their general potential. The defensible statement concerns fit for a defined role under a limited exercise. The employer has observed a small sample, interpreted it, and made a practical decision. Humility about that decision is compatible with a clear hiring standard.

An organization willing to apply this scrutiny to itself gives the eventual hire something valuable: evidence that management understands operational accountability as a shared arrangement. The new employee can bring skill and judgment. The employer must bring coherent authority, support, and a job worth doing.

Sources

• OpenAI: Getting started with your dot, product behavior checked October 1, 2026.
• NIST: AI Risk Management Framework, voluntary framework and organizational context.

The sample employer, role wording, interview packet, and evaluation method are original proposals. They are not reported hiring outcomes or validated selection instruments.