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This article explores the potential of using participatory action research as an adaptive programming modality to drive learning and innovation to tackle the drivers of (and seek to eliminate) the Worst Forms of Child Labour. We draw on our experience from early phases of implementation of a large-scale action research programme, which despite the constraints covid-19 posed in moving to full implementation and participatory engagement with children and other stakeholders on the ground, is already generating rich learning about the opportunities and challenges of designing programmes that respond to the complex reality of WFCL. We share early learning about what it takes to be fully open to using the lived experience of programme development, and early findings from scoping and mapping of the dynamics of social norms, business practices and urban neighbourhoods and supply chains influencing WFCL in Bangladesh and Nepal, to frame and reframe the questions and response strategies and operationalise a participatory adaptive intent to work with hidden and complex dynamics that characterise the WFCL.