Called Prevent and Change (PAC) and led by Lambeth Council, it aims to work better with communities to manage perpetrators.
The project is expecting in excess of 50 referrals per borough a year, equating to more than 700 people over its two-year lifespan.
The other councils involved are Kingston, Lewisham, Merton, Richmond, Southwark and Wandsworth.