Rural areas in South Africa face significant challenges in accessing digital technologies and services, exacerbating existing socio-economic disparities. A mixed-methods approach combining quantitative surveys with qualitative interviews to assess current digital access levels and identify barriers. The survey revealed that only 35% of respondents had reliable internet connections, highlighting a substantial gap in connectivity for rural areas. Current strategies have shown limited success; further targeted interventions are required to bridge the digital inclusion gap effectively. Implement community-led pilot projects and advocate for government policies that prioritise rural infrastructure development and digital literacy programmes. Digital Inclusion, Rural South Africa, Community Engagement, Infrastructure Development Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.