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Domain 2Task 2.4

When Human Review or Additional Verification Is Required

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What You Need to Know

Escalation passes a Claude output to a qualified person to review before anyone uses it. Triage is the decision about who reviews each output. Triggers are properties of the situation that raise the cost of an error. This objective covers when your own review is not enough. It also covers whose review is enough in that case.

This lesson uses one made-up example throughout: an online retailer. A manager there has five Claude drafts: a website advert, a refund reply, appraisal notes on a team member, a kitchen-cleaning reminder and a delivery-date reply. An appraisal is a formal review of a person's work. The customer in the refund reply disputes the refund and threatens legal action. The delivery-date reply tells one customer when her order will arrive. All five drafts read well.

The Triggers

One trigger is enough. When an output has any one of the triggers below, a person qualified in its subject reviews it before anyone uses it.

  • an external audience for claims in the organisation's name: adverts, public posts, press, letters to many customers, funders. An error there reaches many people or the public at once, and it cannot be corrected one reader at a time
  • legal, financial or contractual consequence
  • decisions about people: hiring, appraisal, allocation, references about a named person
  • safety or health implications
  • output that is irreversible once sent

An output with one trigger needs the same qualified review as an output with three. A routine reply to one customer, with facts that you know and can check, does not have the external-audience trigger. Confidence and polish are not on the list, because every Claude draft already has them. Claude is not a single source of truth, and high-stakes output deserves careful scrutiny.

At the retailer, the advert has an external audience: the public. The disputed refund reply has a legal consequence. The appraisal notes inform a decision about a person. Each of these three drafts has at least one trigger, and one is enough, so each needs a qualified reviewer. The cleaning reminder has no trigger. The delivery-date reply goes to a customer. But it is a routine reply to one person, and the manager can check the date in the order system. Neither draft has a trigger, so the manager reviews both herself.

You review outputs with no trigger yourself, carefully, using the habits from objectives 2.1 to 2.3. These outputs are internal working material, first drafts that will change in later versions, and routine low-consequence messages. That review is real. It is not a way to skip review. Triage decides who reviews, never whether anyone reviews.

Qualified, Not Senior

Anthropic's Usage Policy sets the standard. It names High-risk Areas, such as legal, medical, financial and employment matters. In these areas, Claude's output can become advice to a person or a decision about them. The policy calls that output a High-risk AI Recommendation. It requires two things for it. The person must be told that AI was used, and a qualified person must review it. The review rule reads: "A qualified person must meaningfully review a High-risk AI Recommendation, with the authority to change or modify it, before it is delivered as advice". The same rule applies before the recommendation is used to make a decision. Advising someone on their legal rights, or on what to do in a specific legal matter, is one of these areas.

A qualified person is "someone with the training or experience to evaluate the output in that field". The words that pick the reviewer are "in that field". Contract language goes to someone with legal competence. Tax figures go to the accountant. Clinical claims go to the clinician. Hiring criteria go to HR judgement. Outside the High-risk Areas, the policy sets no review rule, but competence is still the test that picks the reviewer.

Seniority and availability are neither necessary nor sufficient. An unqualified reader, however senior, cannot catch the errors that make the content dangerous. A busy director who skim-reads the disputed refund reply gives reassurance, not review. That reply goes to a lawyer, not to the director.

Both Failure Directions

Under-escalation, too little escalation, is the intuitive failure. It sends content to an external audience when that content makes claims with professional consequences, because the draft reads authoritatively. Or it accepts an output as "only internal" when that output informs an external or consequential decision. Claude's output reads authoritatively by default. But the triggers belong to the situation, and the polish does not remove them. The next destination of the output decides more than the place where Claude drafted it. The appraisal notes stay in the office but inform a decision about a team member.

Over-escalation feels safe because caution feels safe. It is not safe. One example is a committee for a note about the staff schedule. Another is a professional reviewer for every routine draft. Each adds more process than the work needs. Over-escalation overloads reviewers, delays routine work and teaches the organisation to ignore the escalation channel that high-stakes outputs need. A lawyer who reads the cleaning reminder reaches the disputed refund reply later. The skill is triage, not maximal caution.

Two Different Reasons to Stop

In this objective, the reasons to escalate are quality and stakes. These are what happens if the output is wrong, and who is competent to catch the errors. Domain 6 covers other reasons to stop: the data is personal or regulated, or the use is outside organisational AI policy. Both kinds of reason can arise in one situation, such as a refund reply that quotes a customer's personal data, but the trigger differs. The certification programme's technical escalation is a third kind. It hands a task to a Claude Developer or Architect, a technical specialist, because the task needs automation or integration. In that case, the task needs more than the chat can give. It is not a case of an output that needs a qualified reviewer.

In the exam

The exam tests this objective as triage: a decision based on the triggers that the output has, not on how polished it looks. It penalises a wrong decision in either direction. In the questions, look for the destination and for what qualifies a named reviewer. Candidates rarely expect the exam to test over-escalation, and "escalate everything" is a real wrong answer. The exam keeps Domain 6 triggers distinct.

Key Concept

Triage asks two questions in order. Which triggers does this output have? If it has any, who is qualified in that subject to catch the errors that matter? The wrong options answer with rank, availability or a process that applies to every output.

Exam Traps

Exam Trap

Choosing the reviewer by seniority or availability

Where the Usage Policy requires review, a qualified person must do it: someone with the training or experience to evaluate the output in that field. A senior manager's sign-off on legal wording is reassurance, not review. Choose whoever can catch the dangerous error.

Exam Trap

Letting output pass unchecked because it is only internal

The trigger is what the output carries, not where it first goes. An internal analysis that feeds an external bid or a decision about people carries the consequence with it, so escalate on the destination and the stakes, not the label.

Exam Trap

Escalating everything to be safe

Over-escalation is a tested wrong answer, not a cautious right one. Routing routine internal drafts through committees or professionals overloads reviewers and weakens the escalation channel that high-stakes outputs need; careful self-review suffices for genuinely low-stakes material.

Practice Scenario

The office manager of a university department has three Claude drafts: advertising copy for a new degree course claiming specific job outcomes, a reworded internal shift-swap policy, and a reply to a student complaint that touches on what may have gone wrong in her exam marking. The manager has no academic training in the subject and does not know what course advertising may legally promise. Each draft must be checked by someone who knows its subject, with no needless delay. What is the right triage?

Build Exercise

Build Exercise

Triage Your Last Five Outputs

Difficulty
25 minutes

What you'll learn

  • How to spot the triggers that demand qualified review
  • How to name a reviewer by subject competence rather than rank
  • How to check a triage for both failure directions
  • How to turn one triage session into an escalation list that you keep
  1. List the last five things Claude drafted for you, or generate five typical ones from your role

    Why: Triage only becomes a habit when practised on the actual mix of stakes your role produces.

    You should see: Five one-line descriptions of real outputs, from routine to consequential.

  2. For each output, mark the triggers present: an external audience for claims in the name of the organisation, legal or financial consequence, decisions about people, safety or health implications, irreversibility once sent

    Why: The triggers are properties of the situation, and listing them stops the polish of the prose deciding the triage.

    You should see: Each output with its triggers marked, or marked as having none.

  3. For each triggered item, name the qualified reviewer in your organisation: a person or role competent in that subject, not merely senior

    Why: Naming a real person tests whether the escalation channel actually exists before you need it.

    You should see: A named reviewer per triggered item, with the competence that qualifies them.

  4. For each untriggered item, write down what your own careful review covers, using the objective 2.1 two-pass habit as the checklist

    Why: Self-review is the correct outcome for low-stakes work, and writing it down keeps it a real review rather than a way to skip review.

    You should see: A short self-review note per untriggered item.

  5. Check the finished triage for both failure directions, then keep the result as your escalation list for future use

    Why: Under- and over-escalation are both tested, and both show up clearly in a written triage.

    You should see: No triggered output sent without its qualified reviewer, nothing routine queued for committee, and a reusable list.

Sources