TriadicFrameworks
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Donor Flow Report

Philanthropy & Funding Transparency Module (RTT/1)#

It is designed for donors, auditors, nonprofits, analysts, and AI agents.

1. Donor Profile#

Donor: {{DONOR_NAME}}
Intent: {{INTENT_STATEMENT}}
Time Horizon: {{TIMEFRAME}}
Constraints: {{CONSTRAINTS}}

Intent clarity score:

IntentClarity = {{0.00–1.00}}

2. Funding Flow Summary#

FLOW(Donor → Foundation) = {{AMOUNT_1}}
FLOW(Foundation → Intermediary) = {{AMOUNT_2}}
FLOW(Intermediary → NGO) = {{AMOUNT_3}}
FLOW(NGO → LocalPartner) = {{AMOUNT_4}}
FLOW(LocalPartner → Beneficiary) = {{AMOUNT_5}}

Traceability:

TRACE(path) = {{Donor → ... → Beneficiary}}

Leakage:

LEAK(Foundation) = {{PERCENT}}
LEAK(Intermediary) = {{PERCENT}}
LEAK(NGO) = {{PERCENT}}

3. SET Load Analysis#

SET_IN(Donor) = {{VALUE}}
SET_OUT(Beneficiary) = {{VALUE}}
SET_LEAK(total) = {{PERCENT}}
SET_BAL(system) = {{0.00–1.00}}

Interpretation:

  • High SET_LEAK → structural inefficiency
  • High SET_BAL → efficient routing

4. Governance Substrate Evaluation#

GOV(Foundation) = {{score}}
ACC(Intermediary) = {{score}}
VIS(NGO) = {{score}}
ASYM(node) = {{notes}}
OPA(node) = {{notes}}

Substrate stability:

SubstrateStability = {{0.00–1.00}}

5. Regime Pattern Detection#

REG(Foundation) = {{AUTH / NAR / EMO / STR}}
REG(Intermediary) = {{AUTH / NAR / EMO / STR}}
REG(NGO) = {{AUTH / NAR / EMO / STR}}

Interpretation:

  • AUTH → authority‑driven
  • NAR → narrative‑driven
  • EMO → emotion‑driven
  • STR → structural

6. Drift Detection#

DRF(mission) = {{low/med/high}}
DRF(financial) = {{low/med/high}}
DRF(governance) = {{low/med/high}}
DRF(reporting) = {{low/med/high}}

Primary drift source:

PrimaryDrift = {{TYPE}}

7. Outcome Coherence#

Outputs:

OUTPUT: {{QUANTIFIED_OUTPUTS}}

Outcomes:

OUTCOME: {{MEASURABLE_OUTCOMES}}

Coherence score:

OutcomeCoherence = {{0.00–1.00}}

8. Donor Alignment Score (DAS)#

DAS =
  w1 * IntentClarity
+ w2 * FlowIntegrity
+ w3 * OutcomeCoherence
+ w4 * RegimeStability

Final score:

DAS = {{0.00–1.00}}

Interpretation:

  • 0.80–1.00 → strong alignment
  • 0.60–0.79 → moderate alignment
  • 0.40–0.59 → weak alignment
  • 0.00–0.39 → misaligned

9. Structural Recommendations#

FIX(Foundation) → {{recommendation}}
FIX(Intermediary) → {{recommendation}}
FIX(NGO) → {{recommendation}}
FIX(LocalPartner) → {{recommendation}}

Recommendations are structural, not punitive.

10. Summary#

This donor flow report provides:

  • full funding chain visibility
  • SET load mapping
  • governance substrate evaluation
  • regime pattern detection
  • drift analysis
  • outcome coherence
  • donor alignment scoring

It transforms philanthropic reporting from narrative to structure, enabling clarity, accountability, and alignment.

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