Unlocking Affirmative Action: Designing Rigorous M&E Frameworks for Gender-Responsive Procurement in Kenya

Public and private procurement represents a massive economic engine, accounting for up to 12% of global Gross Domestic Product (GDP). Yet, despite this enormous scale, women-owned and women-led enterprises remain starkly underrepresented, securing on average only 1% of public and corporate contract values globally.

In Kenya, while progressive legal set-asides exist on paper, realizing their full economic potential requires robust, evidence-based monitoring frameworks that identify systemic bottlenecks and drive policy compliance. This article examines how Agrifina designed and operationalized a national Gender-Responsive Procurement (GRP) Monitoring & Evaluation Framework for UN Women Kenya.

The Policy Landscape: Kenya's AGPO Commitment

In 2013, the Government of Kenya launched the landmark Access to Government Procurement Opportunities (AGPO) program, subsequently anchored in the Public Procurement and Asset Disposal Act (2015). The legislation mandates that all public procuring entities reserve at least 30% of their annual procurement budgets for enterprises owned by women, youth, and persons with disabilities (PWDs).

On paper, this represents a transformative economic opportunity. However, a decade after its launch, the program has consistently underperformed, with utilization rates historically hovering around 18.1% of the reserved allocation, and women-led businesses receiving only about 10% of total contracts by value.

Systemic Barriers to AGPO Utilization

This persistent performance gap is driven by a complex mix of systemic barriers:

1. Financial Exclusion — Commercial banks frequently refuse to provide Letter of Intent (LPO) financing to women-led small and medium enterprises (WLSMEs), locking them out of high-value tenders
2. Bureaucratic Red Tape — Complex, unstandardized registration procedures and heavy documentation requirements place a disproportionate burden on smaller, semi-formal businesses
3. Digital Access Gaps — Heavy reliance on web-based e-procurement portals often excludes rural women entrepreneurs who lack stable internet connectivity
4. Sexist Social Norms & Harassment — Deep-seated gender biases, domestic care burdens, and exposure to sexual corruption during bidding processes undermine women's ability to compete fairly

Operationalizing the GRP Framework: UN Women and the UAE-SPF

To address these challenges, UN Women Kenya, in partnership with the Government of Kenya, launched a major Gender-Responsive Procurement (GRP) initiative under the $15 million United Arab Emirates Strategic Partnership Framework (UAE-SPF) 2024–2027. The project is designed to build capacity among both buyers and suppliers while advocating for simplified, more inclusive procurement policies.

Designing the National GRP M&E Framework

A critical component of this initiative was the design and operationalization of a national GRP Monitoring & Evaluation Framework, led by Agrifina's Principal Consultant. The framework establishes a clear, data-driven approach to track and evaluate progress:

Performance Indicator Reference Sheets (PIRS)

Creating comprehensive PIRS and specific, measurable indicators to track public and private sector procurement spend with women-owned businesses. Each indicator includes:

• Clear operational definitions and measurement methodology
• Data sources and collection frequency
• Baseline values and annual targets
• Responsible parties for data collection and verification

Verification of AGPO Integrity

Integrating with Kenya's e-Government Procurement system to verify the registration status and active compliance of AGPO-certified enterprises, protecting the affirmative action space from manipulation by non-qualifying entities.

Capacity Building Tracking

Monitoring the impact of targeted business trainings — such as teaching women entrepreneurs about KEBS quality standards, certification processes, and e-procurement systems — through pre/post assessments and longitudinal business performance tracking.

Real-World Outcomes: From Policy to Practice

Where these frameworks are actively implemented, the economic returns are immediate and measurable.

Training Impact Data

Data from GRP training evaluations reveals transformative results:

• Structured capacity building reduces the average time for a woman-led business to bid on a contract from 30 days to just 15 days
• Among women who underwent GRP training, 56% went on to apply for public sector contracts, achieving a remarkable 43% success rate
• Private sector applications yielded an even higher 60% success rate
• Average contract values secured by trained women entrepreneurs increased by 340% within 12 months

Entrepreneur Success Stories

For entrepreneurs like Beryl of Bellyz Organics, GRP compliance training was a critical turning point, helping her register with public tender portals and scale her peanut butter agribusiness from 3 kilograms to over 100 kilograms a month.

Implications for Development Practice

By establishing transparent, measurable metrics, Agrifina's GRP monitoring systems ensure that affirmative action policies are translated into sustained, inclusive economic growth. The framework demonstrates that:

• Evidence drives compliance — When procurement entities know they are being measured, adherence to set-aside requirements increases significantly
• Capacity building multiplies impact — Training investments generate returns that far exceed their costs when paired with systematic follow-up monitoring
• Data protects integrity — Real-time verification systems prevent the capture of affirmative action spaces by non-qualifying entities

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Gender-responsive procurement is not merely a compliance exercise — it is a powerful economic development tool. When supported by rigorous M&E frameworks, affirmative action policies can unlock billions in economic value for women-led enterprises, driving inclusive growth across the continent.