The global community recognizes that silvopastoral systems (SPS), which are considered a form of sustainable land use, could reduce forest loss. Studies indicate that SPS can improve livelihoods, provide ecosystem services and act as carbon sinks. What has been missing from the literature, however, is how scaling SPS influences forest cover. Our research results from the Colombian Amazon point to possible unintended deforestation due to aggregated effects of farm-level changes in herd composition from broader SPS adoption with the absence of safeguards, appropriate incentives and government agencies devoted to implementing traceability of dairy and beef products to their deforestation-free origins. Our conclusions are drawn from surveying 144 livestock producers with traditional or SPS farms in Caquetá, one of the departments with the highest deforestation rates in Colombia. Land grabbing, in tandem with cattle pasture, is one of the major deforestation and conflict drivers in Colombia. We surveyed the farmers twice, both in 2016 and 2020, to determine the impact of SPS on herd composition. Our results show that surveyed SPS farmers reduced the number of male cattle and increased the number of lactating cows and calves in the herd. This suggests that these farmers specialize in producing milk, a move that constitutes a process of intensification that with the proper safeguards and incentives would unlikely broaden deforestation at the local scale. The availability of more calves and male cattle from SPS adoption, though, may exacerbate the drivers of deforestation because there is a risk that these extra calves and males would be moved to new pastures at the forest border, where they can be fattened as a source of beef. Our findings, as such, warrant a further investigation into the risk of unintended deforestation from scaling SPS and on how to mitigate that risk to make the process deforestation-free.