In 2006, the United Nations Office on Drugs and Crime in South Asia, in partnership with the Ministry of Home Affairs, Government of India, initiated Project IND/S16. In the beginning, five states were selected to train police officials under the “Strengthening the Law Enforcement Response to Human Trafficking” project. The training program resulted from a study done by two researchers, Dr. P. M. Nair and Shanker Seen. Their study recommended training programs to strengthen the law enforcement response to human trafficking and establish anti-human trafficking units (AHTUs) in India. However, no evaluation of the work of functionaries of AHTUs was done until the authors of this article took the initiative with the support of the Additional Director General of Police of Gujarat to identify the major problems in AHTUs at the grassroots level. Their exploratory research covered the 40 AHTUs from all 33 districts of Gujarat, focusing on the experiences and opinions of 214 police authorities (i.e. police inspectors, police sub-inspectors, assistant sub-inspectors, constables, and Lok Rakshak (public guards)) officially assigned to the AHTUs of Gujarat. This article summarizes the research and is based on experiences documented while collecting information in the field.