RBF Tranche Unlock — Donor Portal
Results-Based Finance Verification · Section 6.2 · DFI Evidence Standard
19.2%
MPI poverty reduction — causal attribution verified
2,847
Households — graduated beneficiaries with evidence chain
14
GuardianLedger™ entries per beneficiary — immutable audit
100%
Decisions with cryptographic verification — regulator-ready
Causal Attribution Methods AI Analytics Layer
Difference-in-Differences0%
Propensity Score Matching0%
Regression Discontinuity0%
Synthetic Control0%
Causal Forest (ML)0%
IV / Instrumental Variable0%
GuardianLedger™ — Entry Anatomy
ENTRY ID
GL-GH-NR-04712-0014
EVENT TYPE
Graduation Recommendation
TIMESTAMP
2024-10-14T09:23:41Z
DECISION
Fatima Osei — MPI threshold reached. Exit programme. Transition to livelihood support pathway.
AI MODEL + VERSION
MPI-Predictor v2.3 · Confidence: 91%
HUMAN REVIEW
✓ Caseworker: Amina D. — approved 2024-10-14T11:05Z
LINKED ENTRIES
GL-0001 → GL-0013 (full lifecycle chain)
CRYPTOGRAPHIC HASH
sha256:7f4a9c2e1b8d3f6a0e5c4b9d2a7f1e8c...
LEDGER TECHNOLOGY
Hyperledger Fabric · Neo4j graph · Merkle tree verified
Fatima's Complete Governed Journey 14 GuardianLedger™ entries
Mar 2023
Enrolled — PMT score 31.4AI explanation captured
GL #1
Aug 2023
Conditionality override — floodingJustification: school closure
GL #4
Feb 2024
Crisis benefit adjustment — droughtIncome ↓34% · 3-source fusion
GL #7
Jun 2024
Agent network alert — AML review312 accounts · Evidence generated
GL #11
Oct 2024
Graduation — MPI threshold reached19.2% poverty reduction · Human-approved
GRADUATED
"IQS processed every transaction in Fatima's journey. It recorded every payment correctly. SkyEdgeAI made every transaction meaningful. The AI saw her when the PMT could not. The governance layer protected her payment when the compliance framework would have blocked it. The evidence chain proved the programme worked when the donor needed to know. And when she was ready to leave — the system knew that too, and could prove it. That is not a feature. That is an architecture. And it sits entirely above what IQS already built. Zero disruption. Complete governance."