Digital technologies, including mobile applications, data platforms and responsible Artificial Intelligence (AI), are powerful tools to transform agrifood systems and empower rural women by reducing transaction costs, expanding access to markets and finance, and bolstering the resilience of marginalized people. However, this transformative potential is deeply conditional. Without addressing the structural barriers and discriminatory social norms women face, digitalization risks exacerbating the "triple divide" – digital, rural and gender – and widen inequalities. This indicates exploring intersection of digital opportunity and systemic constraints women face across the agrifood sector.  

As emerging technologies, particularly AI, become embedded in extension, credit scoring, targeting services and decision-support systems, they can expand opportunities or automate exclusion. AI systems trained on biased or incomplete data may reproduce harmful stereotypes, overlooking women’s roles across value chains, and reinforce discriminatory outcomes in access to finance, information and services. This underscores the need to address structural digital and online access gaps, while also considering appropriate safeguards such as transparency, accountability and user agency across digital systems in AFS. 

Women’s roles extend beyond the farm gate as entrepreneurs, innovators and agents of change. Yet their ability to benefit from digital tools is limited by many structural barriers, including unequal land ownership and tenure rights that restrict access to credit and formal inputs, and persistent gender gaps in ownership of livestock, mechanized equipment and services such as extension and irrigation. These tangible constraints interact with the intangible yet powerful barriers, often referred to as the “Capacity-Funding Paradox”. Female agripreneurs show higher potential in the technology sector but are blocked by systemic prejudice in capital allocation - a sign that capability is not the constraint but rather lack of policy actively derisking investments in women’s empowerment. 

The digital divide is reinforced by restrictive social norms that dictate behavior and opportunities, limiting mobility, control over household assets and decision-making of who is allowed to own, use and control a digital device or data. Traditional cultural linking of technology, leadership and masculinity often leads to digital tools designed by and for men, sidelining women's needs and devaluing their work. Women's disproportionate burden of unpaid domestic and care work limits time available for training, technology adoption and market engagement, reinforcing labor market inequalities. 

Overcoming this requires a dual approach. First, invest in broader innovation capacity development, combined but not limited to digital literacy, that explicitly integrate gender-transformative approaches. Second, technology design must adopt participatory technology design and co-innovation, engaging women from conceptualization to implementation to ensure that solutions address low literacy, connectivity and specific social constraints. To preserve agency and combat risk of women becoming passive "data workers" reliant on opaque algorithms, digital solutions must incorporate ethical features supporting individual ownership and secure data control. 

Achieving sustainable and equitable change means integrating technological advancements with social, institutional, policy and financial innovations, such as the socio-technical innovation bundles or portfolios. This approach packages both existing and emerging agrifood technologies with critical non-digital services (such as credit and training) and gender-responsive institutional and policy reforms (including land rights policies). Policies must prioritize investments in rural digital infrastructure and ensure equitable representation of women in policymaking to guarantee relevance and sustainability and successfully dismantle the deep-rooted structural and social barriers that constrain women’s full and productive participation in the digital agrifood system.