Research

Find what the agency has said and what it is worth

Separates the regulation from the guidance from the enforcement pattern, says what each category binds and what it does not, and refuses to assert a deference standard it cannot verify.

About 25 minadvancedRegulatory, In-house, Healthcare

Your prompt6,204 characters

Still to fill in: The question, The agency or program, Governing law and forum

RoleYou are a regulatory lawyer who has seen a client build a product around an agency FAQ and then watched the FAQ disappear from the website. You sort what an agency has produced by what it binds rather than by how confident it sounds, and you hold the line between what a client may rely on, what a client may argue, and what a client is merely hoping. You do not state deference standards from memory, because they move and because the answer decides the advice.What I needMap what The agency or program has said about The question under Governing law and forum, and tell me what each category of it is actually worth.InputsThe question: The question Agency or program: The agency or program Governing law and forum: Governing law and forum What I have already found: What you have already found Posture: deciding whether to proceedHow to work this1. Build the hierarchy by category, never by naming a document: the statute; a legislative rule adopted through notice and comment; an interpretive rule or policy statement; preamble language in a final rule; a formal opinion, advisory opinion, or no-action letter; an FAQ, blog post, or conference slide; an enforcement action, consent decree, or settlement; a speech by an official; and the case where none of it exists. Say for each whether it exists here, is likely to exist, or would have to be searched for. 2. For each category present, say what it binds: the agency itself, the regulated party, a reviewing court, or nobody. Do not state what deference a court in Governing law and forum would give any of it. Mark that [CONFIRM - deference and weight in this forum under current law], because the answer has moved and it is the difference between advice and a guess. 3. Name where each category lives and the search that finds it: the Federal Register or state register, the agency's own guidance portal, its enforcement or advisory-opinion database, the rulemaking docket including the comments and the agency's responses, and the reading room. Give me the search, not a description of the source. 4. Separate what The agency or program says from what it does. Work the enforcement record as its own source: what has been charged, what has been settled and on what facts, and what has conspicuously not been pursued. Where guidance is silent, the enforcement pattern may be the only operative rule there is, and where guidance is generous but enforcement is aggressive, the guidance is worth less than it reads. 5. Mark every document you name as [UNVERIFIED - confirm it exists, and check whether it has been withdrawn]. Do not quote guidance, an opinion, or a preamble from memory, and do not supply a document number. Guidance is withdrawn and rewritten more often than any other source a lawyer relies on. 6. Close with the practical split against deciding whether to proceed: what the client can actually rely on, what the client can argue if challenged, and what the client is merely hoping is true. Say which category each of What you have already found falls into.Ask me firstYou have the question, the agency, the regime, and what I already hold. Ask me these three, which the paper cannot tell you, then stop and wait: 1. Is the business asking permission or asking for a defense of something already running? Permission needs what binds; a defense needs what the agency has tolerated, and those are different searches. 2. Would the client be willing to ask the agency directly, through an advisory opinion, a pre-filing conference, or a trade association inquiry? That changes whether this research ends in a memo or in a request, and it changes what has to be nailed down first. 3. Who else in the industry does this, and has any of them been called on it? An enforcement pattern is frequently the only real rule in the area, and the business usually knows it before I do. Do not begin until I answer. If I tell you to proceed anyway, state each assumption at the top of your output and mark it [ASSUMPTION - verify].Output formatA hierarchy table: Category | Present, likely, or must be searched | What it binds | Where it lives | The search to run. Then a block on what the agency does rather than says, covering the enforcement record and the meaning of any silence. Then the three-way practical split (rely on, argue, hope) with each of my known sources placed in one of the three. Every document named carries [UNVERIFIED]; every weight question carries [CONFIRM]. Close with one line naming the two of my answers that most changed this map, and where the three-way split would have landed without them. If an answer changed nothing, say so, because it means I should not have been asked.Never do this- If the map would fit any regulatory question in front of any agency, it is too generic. The categories present and the searches have to be specific to this program. - No hedging filler. "The guidance is arguably persuasive" is not an answer about weight. Say what it binds, and mark what you cannot determine. Do not tell me to consult an attorney; I am the attorney. - Never name, number, quote, or date an advisory opinion, guidance document, rule, preamble passage, or enforcement action. Everything you name is [UNVERIFIED - confirm it exists and has not been withdrawn]. Never state the deference standard a court would apply. - Where you cannot tell whether a category exists for this program, say you do not know and give the search that would settle it rather than assuming it does. - Do not pad. If the honest answer is that there is a rule, no guidance, and three settlements, say that in a short table. Length is not value.Before you answer- Did I name or quote any specific guidance document, opinion, or enforcement action? - Did I state any deference standard rather than marking it [CONFIRM]? - Does every category carry what it binds, in those four terms? - Did I treat silence and the absence of enforcement as evidence, or skip past them? - Is every one of my known sources placed in rely, argue, or hope?

The run walks turn one, the pressure test, the follow-up, and a check on what came back. The Cockpit adds driver's-seat tunes. Your values come with either one.

Pressure-test it

Makes the AI switch hats and attack its own answer.

The agency's own lawyer reads the advice this map produced, during an inquiry, with the file in front of her. Take that seat as the staff attorney: which category in my hierarchy did I treat as binding when it binds only the agency, where did I read a preamble sentence as a rule, and which part of my position rests on the absence of enforcement rather than on anything the agency has said? Then tell me which piece of this a client should never have been told it could rely on.

Go deeper

Pushes the work further once the basics are right.

Advice built on guidance needs a record that survives the guidance being withdrawn. Write the file memorandum: the question, the categories consulted and what each was worth on the date of the advice, the searches actually run including the ones that returned nothing, the open items marked [CONFIRM], and a dated statement of what the client was told it could rely on as against what it was told it could only argue.

4Check what came backPaste the answer here and work a checklist against this prompt's own rules.

Before you run it

What to gather first

The question in the form the business asked it
The agency and the specific program or office, not just the acronym
The governing jurisdiction and whether a court or the agency decides first
Anything you have already found, including guidance the business is relying on
Whether the client is deciding what to do or defending what was done

Watch for

The model will invent advisory opinion numbers, guidance titles, and enforcement actions that read as real. Nothing it names has been verified to exist.
Sub-regulatory guidance is withdrawn, rewritten, and archived without notice. Confirm that anything you rely on is currently published before it goes in advice.
How much weight a court gives agency interpretation has shifted and continues to shift. Do not carry a deference assumption from an older memo into new advice.
An enforcement pattern is evidence about the operative rule, not permission. The absence of a case may mean the conduct is tolerated, or that nobody has looked yet.
Do not paste client-confidential facts about a live regulatory matter unless your company's AI policy and any litigation hold permit it.

What comes back

A hierarchy table (category, present or likely or must be searched, what it binds, where it lives, the search to run), a block separating what the agency does from what it says including the meaning of silence, and a three-way practical split of rely on, argue, and hope with the user's known sources placed in it. Every document named carries [UNVERIFIED]; every weight question carries [CONFIRM]. Closes with the answer-consumption line.

See an example of what you’ll get

*(After I answered: the business is asking permission before launch, they would be willing to seek an advisory opinion if the timeline allowed, and two competitors run something similar with no public enforcement.)* The hierarchy | Category | Status here | What it binds | Where it lives | The search | |---|---|---|---|---| | Statute | Present | Everyone, including a court | The code, with historical notes | Read the operative section against the arrangement's actual money flow, not against its description | | Legislative rule, notice and comment | Likely present | Everyone, if validly adopted | The Federal Register and the current code of regulations | Search the regulations for the safe harbor or exception structure covering this payment type. Read the text, then the definitions section, which is where these turn | | Preamble to the final rule | Likely present | Nobody directly, and frequently the most useful thing in the file | The rulemaking's own Federal Register publication | Search the preamble for the agency's response to comments on this exact payment structure. People skip this and it is where the agency explains what it meant | | Interpretive rule or policy statement | Must be searched | The agency, as a statement of its own position. Not a court | The agency's guidance portal | Browse the portal by program rather than by keyword; these are badly indexed | | Formal advisory opinion | Present in this program | The requester only. Not you, and not a court | The agency's advisory opinion database | Search the database for the arrangement type. Read the facts section first; opinions in this program turn on facts that never match yours | | FAQ, blog, webinar slide | Likely present | Nobody | The agency site and its archived pages | Search, then check the archive, because this category disappears | | Enforcement actions and settlements | Present | Nobody formally, and in practice the clearest signal available | The agency's enforcement database and any public settlement documents | Search for the payment structure rather than the industry. Read the underlying allegations, not the press release | | Official speeches | Possible | Nobody | The agency's newsroom | Low value. Search only if the rest comes back empty | | Silence | Relevant here | Nothing, and it is information | Not applicable | Record what you searched and found nothing. That record is worth more than it looks | [CONFIRM - the weight a court or the agency would give each of the non-legislative categories in this forum under current law.] I am not stating it, and the answer determines whether the middle rows above are advice or atmosphere. What the agency does, as against what it says. The advisory opinion your business team keeps forwarding binds the party who requested it and nobody else, which is the single most misunderstood fact in this program. Its value to you is as a window into how the agency reasons about this payment structure, not as permission. Separately, run the enforcement record as its own source: what has been charged on facts like these, what has been settled and on what terms, and whether anything close has conspicuously not been pursued. You told me two competitors run something similar without public consequence. That is evidence and it is weak: it may mean the structure is tolerated, or that nobody has looked, or that an investigation is open and not public. The practical split, for a business asking permission - Rely on: the statute and any validly adopted legislative rule, read against the actual money flow rather than the description in the business case. That is the whole list. - Argue: the preamble's explanation of what the rule was meant to reach; the reasoning of an advisory opinion on comparable facts; a consistent enforcement pattern. These are real arguments if you are ever challenged, and they are not permission. - Hope: the FAQ, anything from a speech or a webinar, and the fact that two competitors do it. None of these will help you and the last one may hurt, because "everyone does it" is how a program-wide inquiry starts. - Your known source, the 2021 advisory opinion the business team is relying on, is in the argue column and they are treating it as rely on. Fixing that misunderstanding is worth more than the rest of this research. Assumptions. That the arrangement involves a payment tied to volume or value rather than a flat fee, inferred from your question [verify: it changes which exception structure is even in play]. That the advisory opinion your team found was issued to a different party [verify: if your client requested it, the analysis changes completely]. What your answers changed. That the business is asking permission rather than defending something already running is why the split leads with what binds and puts the enforcement pattern in the argue column. On a defensive posture the enforcement record moves to the top of the search order and the preamble moves down. That the client would seek an advisory opinion if the timeline allowed is the reason the advisory opinion row carries the note about reading the facts section first: you are not reading those opinions for the answer, you are reading them to learn what facts the agency wants presented, which is an entirely different exercise. Your answer about the two competitors changed the map only by adding one sentence of caution, so it was close to a wasted question.

Why this prompt is built the way it is

## Framework 1. **Sort by category, not by name:** statute; legislative rule; interpretive rule or policy statement; preamble language; formal opinion or advisory letter; FAQ, blog, or webinar slide; enforcement action or settlement; official speech; and silence. 2. **Say what each category binds:** the agency, the regulated party, a court, or nobody. Never assert the deference standard. 3. **Name where each lives and how to search it,** and mark anything you cannot be certain exists. 4. **Separate what the agency says from what it does.** An enforcement pattern can be the operative rule, and its absence is evidence too. 5. **Produce the practical split:** rely on, argue, hope.