What a budget is actually claiming
Turning narrative promises into a list of deliverables, assumptions and cost claims you can actually test.
What you will be able to do
A treasury withdrawal arrives as a story. It describes a problem, a team, an ambition and a number. Stories are useful because they carry intent, but they are not reviewable. The first operator skill is converting the story into a list of discrete claims, each of which can be true or false, verified or unverified, met or missed. Once the proposal is a claim list, review becomes tractable, and disagreement becomes specific rather than atmospheric.
- Read a proposal narrative and extract the deliverables it actually commits to.
- Rewrite a budget total as the claims that produce it.
- Label each claim as a commitment, an estimate or an aspiration.
- Mark the claims that cannot be verified from the proposal and its anchor alone.
Working definitions
- Deliverable
- A thing that will exist, or a state that will hold, at a stated date, describable precisely enough that a stranger could look at it and say whether it exists.
- Cost claim
- An assertion that producing a deliverable requires a stated amount of money, usually decomposable into people, time and rate, plus non-labour lines.
- Commitment
- A claim the proposer accepts being held to. Failing it is a failure of the proposal.
- Estimate
- A claim about a quantity the proposer believes but cannot guarantee. Failing it is expected some fraction of the time; the question is whether the variance is disclosed and bounded.
- Aspiration
- A stated hope about impact or adoption, usually dependent on parties outside the proposer control. It belongs in the narrative, never in the milestone table.
- Unverifiable as written
- A claim which may well be true, but which the proposal, its anchor and public records do not let a reviewer check. A finding about the proposal document, not an accusation about the proposer.
Deliverables first, costs second
Most weak reviews begin at the total. The reviewer sees a large number, reacts to the size of it, and then searches the document for evidence that confirms the reaction. This produces confident conclusions with no reproducible basis, because the total is the least informative figure in the document. It is a sum of decisions you have not yet looked at.
Working in the other direction is slower and far more useful. Start with the deliverables: what will exist that does not exist today. Then attach the work needed to produce each one. Then attach the cost of that work. A total reached this way carries meaning, because every part of it is traceable to something a stranger could inspect. When your reconstruction and the proposal total diverge, you have found a specific question rather than a general suspicion.
This order also protects the proposer. A budget reviewed bottom-up can be defended line by line. A budget reviewed top-down invites arguments about whether the number feels large, which nobody can win and which tends to punish teams who cost their work honestly rather than teams who understate it.
The extraction pass
The extraction pass is mechanical on purpose. You are not judging yet. You are producing the object that judgement will later operate on.
- Read the proposal once end to end without annotating. You are looking for shape, not detail.
- On the second pass, highlight every sentence containing a noun that could exist: a report, a service, a release, an audit, a translated document, an event held.
- Convert each highlighted sentence into a one-line claim with a date and a quantity where either is stated, and the word unstated where they are not.
- Attach to each claim the money the proposal associates with it. Where the proposal never attaches money to a deliverable, write unallocated.
- Total your allocated lines and compare with the proposal total. Record the gap.
- Label every claim C, E or A, and mark U where verification is impossible from the document set.
Worked example (fictional composite for training)
A withdrawal request asks for 480,000 ada over nine months to build and operate a public dashboard showing governance participation, produce quarterly written analyses, and run community education sessions. The narrative is three pages. The budget is a single table with four rows: Engineering 260,000; Research and writing 110,000; Community 60,000; Operations and contingency 50,000. No row states headcount, duration or rate. Every figure in this example is invented for teaching purposes and describes no real proposal, team or treasury balance.
Extraction turns those three pages into eight claims. Four are deliverables with dates: dashboard version one live at month four; dashboard covering three named data categories at month six; four quarterly analyses, one per quarter, of which three fall inside the funding window; six education sessions held. Two are estimates about effort: engineering is described as a small team over the full period, research as part-time. Two are aspirations: increased participation and improved public understanding, both dependent on people the team does not control.
Now attach money. The dashboard deliverables plausibly consume Engineering at 260,000, but the proposal never says whether operations of the dashboard after launch sit in Engineering or in Operations and contingency. The three analyses sit under Research at 110,000, which implies roughly 36,700 per analysis, a figure the proposal never states and may not have intended. Community at 60,000 across six sessions implies 10,000 per session. Operations and contingency at 50,000 is unallocated: it is attached to no deliverable at all, so nothing in it can be reviewed as work.
The reconstruction reveals what the total concealed. Two of the four rows carry implied unit costs the proposer never asserted and may dispute. One row is entirely unattached to output. And the largest row hides an unresolved question about whether it funds building, running, or both. None of these are accusations. Each is a question with a precise address in the document.
Counterexample: the well-formed narrative that still fails extraction
A second request, 120,000 ada over four months, is beautifully written. It states a clear problem, names the team, describes methodology, and commits to a final report with defined chapters. It reads better than most funded work. Extraction still produces only one deliverable: a report. The rest of the document is method description, which is how the report will be produced, not additional things that will exist.
This matters because reviewers routinely mistake quality of writing for density of commitment. The extraction pass is deliberately indifferent to prose. A single-deliverable proposal is not automatically bad: some of the most valuable work in governance is one careful document. But the review question changes completely. With one deliverable and no interim outputs, the funding decision is effectively a single trust decision about a team, taken up front, with no structural point at which the decision can be revisited. That is a legitimate thing to do knowingly. It is a serious thing to do accidentally.
Common mistakes
- Starting at the total and reasoning backwards to justify a first impression.
- Treating a large number as evidence of waste, or a small number as evidence of efficiency. Both are claims about price without reference to work.
- Silently upgrading vague language into specific commitments while reading.
- Recording aspirations in the deliverable list, which makes the proposal look denser than it is.
- Letting an unallocated contingency line pass without comment because contingency sounds prudent.
- Confusing unverifiable as written with dishonest. The first is about the document; the second is an allegation you almost never have grounds to make.
- Comparing the request to a remembered figure from another proposal. Unless you have the primary record in front of you, that comparison is invented, and inventing comparables is the fastest way to make a review indefensible.
What this establishes
After extraction you hold something the proposal did not give you: a claim list where every line is either checkable against the document set, or explicitly marked as not checkable. You can state, with citations to page or section, which deliverables are committed, which figures are implied rather than asserted, and where money is attached to no output. That is a reproducible position. Another representative can take your claim list, disagree with a specific line, and the disagreement will be about that line.
Extraction converts a persuasive document into a reviewable one. It is the precondition for every technique in the rest of this course.
What remains unknown
Extraction tells you what the proposal claims. It tells you nothing about whether the price is reasonable, whether the team can deliver, or whether the work should be funded at all. It cannot tell you what similar work costs, because no verified public dataset of comparable governance work costs is assumed by this course, and you should not construct one from memory or hearsay.
It also cannot tell you the proposer intent behind an unattached line. Contingency may be padding, or it may be a reasonable response to genuine uncertainty that the proposer failed to explain. The claim list identifies the question. Only the proposer answer, given publicly, resolves it.
Takeaways
- A budget is a set of claims about work, time and price; review it claim by claim.
- Deliverables come first. A cost without a deliverable attached is not reviewable.
- Commitments, estimates and aspirations fail differently and should be labelled differently.
- Unverifiable is a legitimate finding and should be written down, not smoothed over.
- Reading a budget well informs judgement; it does not mechanically produce a vote.
Applied activity
Rewrite a narrative as claims
Take any treasury withdrawal proposal, or the fictional composite in this course, and rewrite its first two pages as a numbered list of claims. Each claim must be one sentence containing a deliverable, a quantity or duration, and a price or rate where one is stated. Mark each claim C for commitment, E for estimate, or A for aspiration, and mark U where the proposal alone cannot verify it.
Deliverable: A numbered claim list with C/E/A labels and every unverifiable claim marked U. · about 25 minutes
Sources
Governance actions guide(opens in a new tab)
Cardano Developer Portal
Action families, metadata anchors, deposits and lifecycle mechanics.
DRep Institute Standards of Practice
Cardano DRep Institute
The Institute process standards referenced by the classification lab.
CIP-1694 - A first step towards on-chain decentralised governance(opens in a new tab)
Cardano Improvement Proposals
Definitions of governance action types, DReps, SPO voting and the ratification model.