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Treasury & Budget Analysis

Reading a Treasury Withdrawal Like an Operator

Work line by line through a withdrawal request: what the budget claims, whether staffing and rates reconcile, whether milestones are verifiable, what the budget omits, and how to turn findings into public questions.

IntermediateReading + exercise114 minv1.0.0 · effective Aug 9, 2026
Course catalogue

Learning outcomes

  • Rewrite a proposal narrative as a list of testable deliverable and cost claims
  • Reconcile headcount, duration and blended rates with a stated total without requesting private salaries
  • Distinguish activity milestones from verifiable deliverables and assess verifier independence
  • Identify run cost, dependencies, closeout and failure paths the budget omits
  • Publish specific diligence questions and an honest register of what remains unverified
114 minutes · 5 lessonsVersion 1.0.0 · effective 8/9/2026
Lesson 1 of 522 min read

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.

  1. Read the proposal once end to end without annotating. You are looking for shape, not detail.
  2. 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.
  3. 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.
  4. Attach to each claim the money the proposal associates with it. Where the proposal never attaches money to a deliverable, write unallocated.
  5. Total your allocated lines and compare with the proposal total. Record the gap.
  6. Label every claim C, E or A, and mark U where verification is impossible from the document set.

Worked example (fictional composite for training)

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

Fictional composite for training

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

Practical exercise

Neutral treasury review memo

Write a neutral review memo on the fictional composite withdrawal request used throughout this course, or on a request of your choice. Cover: the deliverable and cost claims you extracted; your labour reconciliation with any implied rates clearly labelled as your own arithmetic; the milestone classification with verifier and acceptance evidence; the omissions register with the bearer of each consequence; three public diligence questions; and an unverified register with resolution conditions. Separate what the document says, what you computed, and what you judge. Do not state or imply how anyone should vote.

Deliverable: A neutral review memo: claim list, labour reconciliation, milestone table, omissions register, three diligence questions, and an unverified register.

  1. 1.What exactly is being asked for, in your own words, without the proposer's framing?
  2. 2.Which claims did you verify against a primary source, and which source was it?
  3. 3.Which claims could you not verify, and what would it take to verify them?
  4. 4.What is the strongest argument against your current reading of the evidence?
  5. 5.What would you publish so someone who disagrees with you can audit your reasoning?
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Final assessment

Treasury withdrawal review assessment

Eight questions on reviewing a withdrawal request. Answers and explanations are shown only after you submit. Retries are unlimited and results are private.

8 questions · pass mark 70%Private result · unlimited attempts · never published

Sign in to submit an attempt. Assessments are graded on the server, so they cannot be taken anonymously.

  1. 1. A labour row totals 110,000 ada and the narrative describes one half-time researcher across nine months. What does 110,000 divided by 4.5 FTE-months represent?

    Consider whose claim the resulting figure is.

  2. 2. A proposal states that its work will increase community participation. How should this appear in your claim list?
  3. 3. You cannot tell whether a labour row is reasonable. Which request is appropriate?
  4. 4. A request funds building and nine months of operating a dashboard, and says nothing about what happens afterwards. Which reviewer response is professional?
  5. 5. Which diligence question is written to a publishable standard?

    Look for location, observation and a determinate resolving answer.

  6. 6. A proposal releases 40 percent of the total at an unverifiable month-one activity milestone. What is the correct finding?
  7. 7. Which milestone satisfies the stranger test?

    Ask whether an unrelated person could decide yes or no from evidence alone.

  8. 8. A proposal narrative promises to improve governance participation and lists a total of 480,000 ada. What is the first review step?

    Think about which artefact review operates on.

Reference sheet

Budget and milestone review sheet

A printable order of operations for reviewing a treasury withdrawal request and recording the result.

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.
FTE
Full-time equivalent. One FTE is one person working full time for the stated period. Two people at half time are one FTE. It measures capacity, not headcount.
Blended rate
The average cost of one FTE for one period across a mixed team, including employer costs and overhead. It deliberately conceals individual pay while exposing the aggregate assumption.
Implied rate
A rate you compute by dividing a stated labour total by FTE times duration. It is a reviewer artefact, not a proposer claim, and must always be presented as such.
Vendor line
Money paid to a third party rather than to the proposing team. It carries a different risk profile: the proposer controls selection, not delivery.
Contingency
A reserve against uncertainty. Reviewable only when the proposal states what triggers its use, who authorises it, and what happens to it if unspent.
Currency assumption
The stated relationship between the ada requested and the fiat costs the team will actually incur, and the identification of which party bears movement between them.
Activity milestone
A milestone describing effort expended: research conducted, stakeholders engaged, development underway. It can be satisfied by working, regardless of result.
Deliverable milestone
A milestone describing a thing that exists or a state that holds at a date. It can only be satisfied by producing something.
Acceptance evidence
The specific artefact or observation that demonstrates a milestone was met: a URL that resolves, a document at a hash, a signed report, a public transaction, a recording.
Verifier
The party who decides whether acceptance evidence satisfies the milestone. Independence means the verifier does not receive the payment and is not chosen solely by the party who does.
Tranche
A portion of the total released on acceptance of a milestone. Tranche design determines how much treasury exposure remains outstanding at each point in the work.
Closeout
The final step at which remaining obligations, unspent funds and handover artefacts are settled. Frequently absent from milestone tables entirely.
Run cost
Recurring expenditure required to keep a delivered thing functioning: hosting, monitoring, data feeds, renewals, support and the human time all of these consume.
Maintenance
Work required to keep something working as its environment changes, distinct from adding new capability. It is not optional and it does not go to zero.
Dependency
Anything the plan requires that the proposer does not control: a third-party service, a data source, another team output, a permission, or a decision by a body with its own timetable.
Failure path
The stated sequence when work cannot be completed: who declares it, what stops, what is returned, and what the treasury is left holding.
Orphaned deliverable
Something delivered and then unmaintained, still bearing the name of the funder while degrading in public.
Diligence question
A public request for a specific piece of information whose absence currently prevents a claim from being checked.
Determinate answer
An answer that a reasonable proposer could give in a sentence or two, and whose content would visibly resolve or fail to resolve the finding.
Unverified register
A published list of material items you could not confirm, each with the reason and the condition that would resolve it.
Finding versus inference
A finding is something the document shows. An inference is something you computed or concluded from it. Published reviews must label which is which.
Answerable in public
A question a proposer can answer without disclosing individual pay, personal data, or confidential third-party terms.

Checklist / method

  • Deliverables first, then the work, then the cost - never start at the total
  • Label every claim: commitment, estimate or aspiration, and mark what is unverifiable as written
  • FTE × months × blended monthly rate should reconcile with each labour row; label implied rates as your own arithmetic
  • Ask for blended rates by role band, never for individual salaries
  • Contingency is reviewable only with a stated trigger, authoriser and return path
  • State who carries currency movement between the ada requested and the fiat spent
  • For each milestone write the sentence a stranger must be able to assert, and name the evidence
  • Record who verifies each milestone and whether they are independent of the payment
  • Note how much is released before any independently checkable artefact exists
  • Check run cost, maintenance, dependencies, licensing, handover, unspent funds and the failure path
  • Write three questions: location, observation with arithmetic, and the answer that would resolve it
  • Publish an unverified register: item, reason, resolution condition
  • All course cases are fictional composites for training; never cite uncited comparables
  • Budget review informs judgement; it does not mechanically produce a vote

Verified sources

Final template

  1. 1.What was asked - a plain restatement of the request.
  2. 2.What I verified - claim, source, and what the source actually says.
  3. 3.What I could not verify - the open list, with the question still outstanding.
  4. 4.Strongest counter-argument - stated in its best form.
  5. 5.Disclosures - relationships, holdings or history relevant to this action.
  6. 6.How I would publish this - the rationale a reader could audit.