“Pakistan’s first AI-assisted, data-driven NGO evaluation framework.
Shafaf Bhalai Evaluation Framework
Shafaf Bhalai uses a rigorous, evidence-based evaluation framework inspired by global best practices.
Our goal is simple: to help donors direct their contributions to NGOs that create the greatest verified impact per rupee donated.
We do not aim to evaluate every charity. Instead, we focus our research on organizations that demonstrate strong potential for impact, integrity, transparency, and efficient use of funds.
Guiding Principle
Good intentions are not enough. Impact must be proven.
An Overview of Shafaf Bhalai Evaluation Framework
01.
AI-Assisted Red Flags Screening
Every NGO first goes through the Shafaf Bhalai Red Flag Integrity Scanner™, which performs an initial credibility and risk assessment.
This screening identifies early warning signs related to:
Missing or inconsistent financial disclosures
Weak governance or compliance gaps
Unusual spending patterns
Lack of basic transparency or public information
NGOs that raise significant red flags do not proceed to full evaluation.
This ensures that deeper analysis is focused only on organizations that meet minimum standards of integrity.
02.
Evidence of Effectiveness
For NGOs that pass initial screening, we assess whether their programs actually work.
We examine:
Measurable outcomes and results
Program design and theory of change
Use of evidence, research, or evaluations
Consistency of impact over time
The goal is to determine whether an NGO delivers real, verifiable outcomes, not just activity reports
03.
Cost-Efficiency Analysis
We analyze how efficiently an NGO converts donations into impact.
This includes:
Cost per beneficiary or cost per outcome
Administrative and overhead ratios
Comparison with similar organizations
This step helps estimate impact per rupee donated, allowing donors to compare effectiveness across NGOs.
04.
Transparency Review
Transparency is essential to trust.
We review whether the NGO:
Publishes audited financial statements
Shares impact data and results openly
Discloses leadership and governance information
Is willing to provide data for verification
Organizations that are open and verifiable score higher on this step.
05.
Governance & Accountability Assessment
Strong governance ensures long-term impact.
We evaluate:
Board structure and independence
Oversight and internal controls
Conflict-of-interest policies
Ethical and regulatory compliance
This step helps ensure donations are managed responsibly.
06.
Room for Growth
A strong NGO must also be able to use additional funding effectively.
We assess:
Unmet demand for programs
Clear expansion or growth plans
Operational capacity to scale
Ability to deploy additional funds without loss of effectiveness
This determines whether new donations will create additional impact, not just replace existing funding.