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CDMS — synthetic demonstration — every place, body, count and date in the Chiefdom Development Management System demonstration is invented for illustration. It describes no real community, traditional authority, municipality, programme or dataset, and confers no authority on us.

Chiefdom Economics — concept area

How local economic coordination could be recorded, decided and monitored.

Chiefdom Economics is a research and design area. It asks how local economic activity could be described with evidence, decided with accountability and monitored over time. It is not an operating programme.

The questions this area works on

  • What local economic evidence exists, and who owns it?
  • Which decisions need to be recorded to be accountable?
  • How is consent obtained before information is shared?
  • How is improvement measured rather than asserted?

CDMS demonstration

A management-system design shown with fictional information so the structure can be reviewed without exposing or inventing real community information. SYNTHETIC DEMONSTRATION — Fictional information for product demonstration only.

Scope of the demonstration

Synthetic demonstration
Place
Nkhulu Valley (fictional chiefdom)
Unit observed
Nkhulu Valley weekly market (fictional)
Decision authority
Market coordination committee (fictional body)
Period
Demonstration period — six fictional market weeks
Method
CDMS demonstration method v0.1 (structure only)

SYNTHETIC DEMONSTRATION — Fictional information for product demonstration only.

Consent record

Active
Granted by
Market coordination committee (fictional body)
Scope
Weekly stall-occupancy counts for the fictional market only
Data classes
Stall counts (aggregate) · Weather note per market day
Purpose
To decide whether market shelter should be repaired before the wet season
Sharing
Aggregate counts only. No trader names, incomes or household information are collected or shared in this demonstration.

The record chain

Synthetic demonstration

Seven records, each with its own label, author role and control. Read downwards: nothing later in the chain exists without the record above it.

  1. Step 1 of 7Consent and scope

    Approved

    Consent recorded before any count is entered

    The fictional market coordination committee agrees what may be counted, for what purpose and with whom aggregate results may be shared. Nothing is recorded until this exists.

    Recorded by
    CDMS analyst (fictional role holder)
    Control
    Consent must be active for every later step; revoking it closes access.
  2. Step 2 of 7Evidence registered

    Observed factApproved

    Stall occupancy counted on six market days

    A fictional market clerk counts occupied stalls out of 80 each market day and notes the weather. Week 4 has no count: the clerk was absent. That week is recorded as missing, not as zero.

    Recorded by
    Market clerk (fictional) — transcribed from a paper register
    Evidence quality
    Client provided
    Control
    Source, collection date and owner are recorded; quality is labelled Client provided.
  3. Step 3 of 7Calculated result

    Calculated resultApproved

    Occupancy on dry days 71%; on wet days 41%

    Formula: occupied stalls ÷ 80, averaged across the days with a count. Three dry days average 71%; two wet days average 41%. Week 4 is excluded from both averages because it has no count.

    Recorded by
    CDMS analyst (fictional role holder)
    Control
    Formula, denominator and excluded periods are stated with the result.
  4. Step 4 of 7Analyst interpretation

    Analyst interpretationPending review

    Shelter, not demand, may explain the wet-day drop

    The analyst reads the gap as a shelter problem: 24 stalls have no roof and stand empty when it rains. An alternative reading — that buyers stay away in rain regardless of shelter — cannot be excluded from counts alone. Confidence: moderate.

    Recorded by
    CDMS analyst (fictional role holder)
    Control
    Stays labelled as interpretation until an approver confirms or returns it.
  5. Step 5 of 7Approved diagnosis

    AmberApproved diagnosisApproved

    Unsheltered stalls are the binding constraint on wet-day market use

    The fictional CDMS approver confirms the interpretation on the basis of the counts and the roofless-stall register, and records that buyer demand in rain remains Insufficient Evidence.

    Recorded by
    CDMS approver (fictional role holder)
    Control
    Approval is timestamped and attributed; the returned-or-approved decision is auditable.
  6. Step 6 of 7Approved prescription

    Approved prescriptionApproved

    Repair roofing on the 24 unsheltered stalls before the wet season

    Owner: the fictional market coordination committee. Success measure: wet-day occupancy within 10 points of dry-day occupancy across the next four wet market days. Escalation: if fewer than 12 roofs are repaired by the deadline, the committee reviews the plan.

    Recorded by
    Market coordination committee (fictional body)
    Control
    Client-side approval by the decision authority is recorded separately from internal approval.
  7. Step 7 of 7Monitored outcome

    AmberMonitored outcomeApproved

    First monitoring cycle: wet-day occupancy 58% after 18 roofs repaired

    Two wet market days after the repairs average 58% against a 41% baseline — Improving, target not yet met. Trader income was not in the consented scope, so it is recorded as Insufficient Evidence rather than inferred from occupancy.

    Recorded by
    CDMS analyst (fictional role holder)
    Control
    Baseline, target, actual and trend are stated; the next decision (continue, adjust, close) is the committee's.

Demonstration records

Synthetic demonstration

The same card used across the platform. One record is rated, one records that evidence is insufficient, and one is a machine-assisted draft held for human review.

Synthetic demonstration — Nkhulu Valley market (fictional)

Wet-day market occupancy (fictional)

AmberApproved diagnosisApproved

Evidence

Five fictional market-day counts (week 4 missing); roofless-stall register listing 24 of 80 stalls.

Meaning

Wet-day occupancy (41%) is 30 points below dry-day occupancy (71%); the drop matches the unsheltered stalls.

Impact

On wet days roughly a third of the market's trading positions are unused.

Proposed action

Repair roofing on the 24 unsheltered stalls before the wet season.

Owner

Market coordination committee (fictional)

Deadline

30 Nov 2026

Success measure

Wet-day occupancy within 10 points of dry-day occupancy across four wet market days.

Trend

Improving

Synthetic demonstration — Nkhulu Valley market (fictional)

Trader income change (fictional)

Insufficient EvidenceMonitored outcomeApproved

Evidence

None. Income was outside the consented scope and was not collected.

Meaning

No statement can be made about income; occupancy is not used as a proxy.

Impact

Unknown. Recording it as zero or as improved would both be invented.

Proposed action

Ask the committee whether a consented, aggregate income indicator should be added to the next cycle.

Owner

Not assigned

Deadline

Not set

Success measure

Not defined

Trend

Insufficient data

Synthetic demonstration — Nkhulu Valley market (fictional)

Extend roof repairs to the second market (fictional)

Insufficient EvidenceProposed recommendationDraft

DRAFT — HUMAN REVIEW REQUIRED

Generated with machine assistance. It is not approved advice and must not be acted on until an authorised reviewer approves it.

Evidence

No counts exist for the second fictional market; the draft reasons by analogy only.

Meaning

A machine-assisted draft suggesting the same action elsewhere, without evidence from that place.

Impact

Not assessable until evidence for the second market is consented and collected.

Proposed action

Return the draft; request consent and a baseline count before any recommendation.

Owner

Not assigned

Deadline

Not set

Success measure

Not defined

Trend

No baseline recorded

What the demonstration shows

Synthetic demonstration
  • Facts, calculations, interpretations, diagnoses, prescriptions and outcomes are separate records with separate labels.
  • A missing week is excluded from the calculation and shown as missing; it is never treated as zero or coloured Red.
  • Consent is recorded before evidence, and defines what may be collected and shared.
  • Every approval is attributed to a named role and timestamped; interpretations stay interpretations until approved.
  • Machine-assisted drafts carry the DRAFT — HUMAN REVIEW REQUIRED notice until a person approves or returns them.
  • Business Doctor case evidence is not used here: the demonstration has its own consented, fictional scope.

What we do not claim

  • No mandate from any traditional or government authority
  • No partnership, endorsement or funding relationship
  • No access to community, municipal or state records
  • No statistics about any place or population
  • No development outcomes promised
  • No real participants represented in the demonstration