Deterministic Scoring Algorithm

Evaluation Methodology & Criteria

Explore the exact mathematical models, weighting schemas, penalty algorithms, and verification benchmarks powering the IFI-Rank portal.

1. Mathematical Scoring Formula

Every Islamic financial institution is scored deterministically based on publicly disclosed and verifiable evidence. The normalized score is computed as:

Normalized Score (%) = ( ∑ Disclosed Points / ∑ Target Weight ) × 100

Missing Data Penalty Rule

If an institution does not disclose public or verifiable documentation for an evaluated attribute, that attribute strictly receives 0 points ("No Data"). Non-disclosure directly lowers the aggregate score.

Partial Disclosure Rule

Where preliminary or un-audited interim evidence is available, prorated points are awarded with an explicit audit remark detailing the missing compliance items.

2. Master Attributes & Weight Distribution (100 Pts Total)

Full breakdown across Digital, Networks, and Consumer Friendly Dimensions.

# Dimension Attribute Name Code Max Weight Verification Benchmark
1 Digital Digital Onboarding & e-KYC Compliance DIG_EKYC 6.0% Paperless biometric account opening & AAOIFI compliance.
2 Digital Mobile Banking & Shariah Tools Integration DIG_APP 7.0% In-app Zakat calculator, Qibla locator, and Shariah portfolio tracking.
3 Digital Online Shariah Board Rulings & Fatwa Archive DIG_FATWA 8.0% Publicly searchable Fatwa repository & scholar approval certificates.
4 Digital Open Banking APIs & FinTech Integrations DIG_API 7.0% RESTful API sandbox for verified Halal merchants & checkout gateways.
5 Digital Real-time Mudarabah Profit-Sharing Portal DIG_PLS 7.0% Monthly indicative PSR weights & historical deposit returns.
6 Networks Geographic Branch & Islamic Window Density NET_BRANCH 8.0% Branch footprint & dedicated Shariah advisory counters.
7 Networks ATM / CDM Cash Recycler Coverage NET_ATM 7.0% Automated teller infrastructure with biometric identification.
8 Networks Rural Agent Banking & Micro-Takaful Reach NET_AGENT 7.0% Branchless agents catering to unbanked rural populations.
9 Networks Inter-IFI Liquidity & Correspondent Network NET_CORR 7.0% Active Sukuk secondary market trading & cross-border correspondent lines.
10 Networks Halal Supply Chain & Merchant Network NET_MERCH 6.0% Point-of-sale POS terminals in certified Halal retail businesses.
11 Consumer Schedule of Charges & Zero-Hidden Fees CON_FEES 6.0% Unbundled published tariff of bank charges & late donation rules.
12 Consumer Shariah Ombudsman & Dispute Resolution SLA CON_SLA 7.0% Guaranteed turnaround time (<48 hrs) with Shariah scholar panel.
13 Consumer Customer Support & Multi-Channel Help CON_SUPPORT 5.0% 24/7 dedicated support via phone, live chat, and branch hubs.
14 Consumer Multilingual & Financial Literacy Programs CON_LITERACY 6.0% Public educational modules on Riba-free finance & accessibility.
15 Consumer CSR & Purified Charity Fund Audit CON_CHARITY 6.0% Audited quarterly disclosure of non-compliant income purification.

3. Compliance Tier & Grading Thresholds

A+
Top Tier
≥ 80.0%
A
High Compliance
70.0% – 79.9%
B
Moderate
50.0% – 69.9%
C
Emerging
35.0% – 49.9%
D
Low Disclosure
< 35.0%